H Course Info - Final:Layout 1 · 2019-02-01 · stability, theory and applications; methods of...

Course NumbersThis section has been prepared to give you a listing

and description of the approved graduate level courses atthe Missouri University of Science and Technology. Cours-es listed are those approved at the time this publicationwent to press. Changes are made at regular intervals.Electronic catalog descriptions, which are updated duringthe academic year, are available on the Web at:http://registrar.mst.edu/cataloginfo/cataloginfo. html oron Joe’SS. This will enable you to keep abreast of newcourse additions. For current information on when cours-es are available, consult the campus schedule of classesavailable from the Registrar’s Office, 103 Parker Hall.

0- 99 Courses normally taken by freshman andsophomores. May not be used as any part ofa graduate degree program.

100-199 Courses normally taken by upper-class un-dergraduate students. May not be used asany part of a graduate degree program.

200-299 Upper-class undergraduates and restrictedgraduate courses. Courses so numbered donot give graduate credit for an advanced de-gree in the field of the department offeringthe course.

300-399 Upper-class undergraduates and graduatestudents. Commonly approved for graduateprograms only when the student is regularlyenrolled in a graduate school and then only ifthe course fits the purpose of the degree pro-gram.

400-499 Graduate courses and research. Undergradu-ate and postbaccalaureate students are notnormally eligible to enroll in 400-level cours-es.

Course InformationThe number in parentheses following the name of

the course indicates the number of credit hours given forsuccessfully completing the course. It also reflects thesection type; for example, (LEC 3.0) designates a lecturecourse of three hours credit; (LAB 1.0) designates a labo-ratory course of one-hour credit and (IND 0.0-15.0) des-ignates independent study or research with variablehours. A lecture credit hour is usually the credit grantedfor satisfactorily passing a course of approximately 15classroom hours. A laboratory course of one-hour creditwould normally meet three classroom hours per week for15 weeks.

Three credit hour courses normally meet 50 minutesthree times per week, or 75 minutes twice a week, for 15weeks. The time in class is the same in each case. If youhave two classes in succession, there should be at least 10minutes between classes. Classes meeting Monday-Wednesday-Friday will normally begin on the hour. Class-es meeting Tuesday-Thursday will normally alternate be-tween the hour and half hour, beginning at 8:00 a.m. Inaddition, there is an Academic Free hour 12:00-1:00 onMonday, Wednesday, and Friday.

Students must have completed the stated prerequi-site(s) for the course for admission to the course or obtainthe ‘Consent of the Instructor’ of the course.

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Course Information

Aerospace Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or

readings on specific subjects or projects in thedepartment. Consent of instructor required.

301 Special Topics (Variable 0.0-6.0) This course isdesigned to give the department an opportunity totest a new course. Variable title.

307 Vibrations I (LEC 3.0) Equations of motion, free andforced vibration of single degree of freedom systems.Natural frequencies, resonance, modes of vibrationand energy dissipation are studied. The vibration ofcontinuous systems is introduced. Prerequisites: McEng 211 and 213, or Ae Eng 213 and Math 204. (Co-listed with Mech Eng 307)

309 Engineering Acoustics I (LEC 3.0) Introduction toacoustical theory and measurement with emphasison mechanical and aerospace engineeringapplications. Plane and spherical wave propagation,resonators and filters, absorption, room acoustics,human response to noise, noise legislation, noisecontrol. Use of common instrumentation in severalprojects. Prerequisites: Mc Eng 211 & 213, or Ae Eng213 & Math 204. (Co-listed with Mc Eng 309)

311 Introduction To Composite Materials &Structures (LEC 3.0) Introduction to fiber-reinforced composite materials and structures withemphasis on analysis and design. Compositemicromechanics, lamination theory and failurecriteria. Design procedures for structures made ofcomposite materials. An overview of fabrication andexperimental characterization. Prerequisite: Civ Eng110. (Co-listed with Mech Eng 382)

313 Intermediate Dynamics Of Mechanical AndAerospace Systems (LEC 3.0) Principles ofdynamics are applied to problems in the design ofmechanical and aerospace systems; basic conceptsin kinematics and dynamics; dynamics of systems ofparticles; dynamics of rigid bodies, three-dimensional effects in machine elements; dynamicstability, theory and applications; methods ofanalytical dynamics. Prerequisite: Mc Eng 213 or AeEng 213. (Co-listed with Mc Eng 313)

314 Spaceflight Mechanics (LEC 3.0) Further topics inorbital mechanics. Time equations, Lambert'sproblem, patched-conic method, orbital maneuvers,orbit determination, orbit design, re-entry problem.Prerequisite: Ae Eng 213.

315 Concurrent Engineering I (LEC 3.0) Students willbe introduced to the concurrent engineeringapproach to product development. They will learn toset up quantitative requirements and then use aquantitative rating process to identify the criticalrequirements relating to the desired product. Theinteraction between design, manufacturing,assembly, cost, and supportability will be covered.The students will form teams and practice theconcurrent engineering process for simple products.Prerequisites: Mech Eng 213 or Aero Eng 231, andCiv Eng 110. (Co-listed with Mech Eng 315)

316 Concurrent Engineering II (LAB 3.0) Students willform groups and then using the electronic data basedapproach apply the concurrent engineering processto develop products. Areas to be covered are thecustomer, design, manufacturing, assembly, cost andsupportability. Prerequisite: Ae Eng 315 or Mc Eng315. (Co-listed with Mc Eng 316)

319 Advanced Thermodynamics (LEC 3.0) After a shortreview of classical thermodynamics, the elements ofchemical reactions, chemical equilibrium, statisticalthermodynamics, and the basic concepts of kinetictheory are presented. Prerequisite: Mech Eng 219.(Co-listed with Mc Eng 319)

320 Advanced Mechanics of Materials (LEC 3.0)Comprehensive insight into mechanics of materials.Topics to include: theories of failure, torsion ofnoncircular sections, shear flow and shear center,unsymmetric bending, bending of curved members,beams on elastic foundation and pressurization ofthick walled cylinders. Prerequisites: Civ Eng 110,Math 204. (Co-listed with Mech Eng 320)

322 Introduction To Solid Mechanics (LEC 3.0)Review of basic concepts in continuum mechanics.Finite elasticity: some universal solutions forisotropic materials, application of special mechanicalmodels. Linear elasticity: compatibility, stressfunctions, superposition, special examples such asextension, torsion, bending, and plane problems.Elements of plasticity. Prerequisite: E Mech 311. (Co-listed with Mc Eng 322)

325 Intermediate Heat Transfer (LEC 3.0) Analyticalstudy of conduction; theory of thermal radiation andapplications; energy and momentum equations inconvective heat transfer and review of empiricalrelations. Current topics are included. Prerequisite:Mc Eng 225. (Co-listed with Mc Eng 325)

327 Combustion Processes (LEC 3.0) Application ofchemical, thermodynamic, and gas dynamic principlesto the combustion of solid, liquid, and gaseous fuels.Includes stoichiometry, thermochemistry, reactionmechanism, reaction velocity, temperature levels, andcombustion waves. Prerequisite: Mc Eng 221. (Co-listed with Mc Eng 327)

329 Smart Materials And Sensors (LEC 2.0 and LAB1.0) Smart structures with fiber reinforced polymer(FRP) composites and advanced sensors. Multi-disciplinary topics include characterization,performance, and fabrication of compositestructures; fiber optic, resistance, and piezoelectricsystems for strain sensing; and applications of smartcomposite structures. Laboratory and team activitiesinvolve manufacturing, measurement systems,instrumented structures, and performance tests ona large-scale smart composite bridge. Prerequisites:Senior standing and Math 204. (Co-listed with MechEng 329, Elec Eng 329 and Civ Eng 318)

330 Applied Computational Methods (LEC 3.0)Detailed study of computational methods for efficientsolution of selected fluids, structures,thermodynamics, and controls problems inaerospace and mechanical engineering. Besides

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basic numerical techniques, topics covered includegradient-based optimization and uncertaintyquantification. Prerequisite: Comp Sci 53 or 73 or78; Math 204. (Co-listed with Mech Eng 330)

331 Intermediate Thermofluid Mechanics (LEC 3.0)Derivation of Navier-Stokes equations, analyticalsolutions of viscous flows; flow in pipes, flownetworks; intermediate treatment of boundary layertheory; micro-fluidics and MEMS; introduction tonumerical methods for solving fluid flows; and,preliminary treatise on turbulence. Prerequisite: McEng 231 or Ae Eng 231. (Co-listed with Mc Eng 331)

334 Stability Of Engineering Structures (LEC 3.0)Solution of stability problems with applications tocolumns, plates and shell structures. Torsional andlateral buckling of columns. Buckling under hightemperatures. Effect of imperfections introduced bya technological process on stability. Design issuesrelated to stability requirements. Prerequisites: CivEng 110; Math 204; and IDE 150 or Mech Eng 160 orAero Eng 160. (Co-listed with Mech Eng 334)

335 Aerospace Propulsion Systems (LEC 3.0) Studyof atmospheric and space propulsion systems withemphasis on topics of particular current interest.Mission analysis in space as it affects the propulsionsystem. Power generation in space including directand indirect energy conversion schemes.Prerequisite: Ae Eng 235.

336 Fracture Mechanics (LEC 3.0) Linear elastic andplastic mathematical models for stresses aroundcracks; concept of stress intensity; strain energyrelease rates; correlation of models with experiment;determination of plane stress and plane strainparameters; application to design. Prerequisite: CivEng 110. (Co-listed with Mech Eng 336)

339 Computational Fluid Dynamics (LEC 3.0)Introduction to the numerical solution of the Navier-Stokes equations, by finite difference methods, inboth stream function-vorticity and primitive variableformulations. Course format emphasizes studentdevelopment of complete computer programsutilizing a variety of solution methods. Prerequisites:Comp Sci 53 or 73 or 74; one course in fluidmechanics. (Co-listed with Mc Eng 339)

342 Experimental Stress Analysis II (LEC 2.0 and LAB1.0) Acquaints the student with some techniques ofexperimental stress analysis. Topics include principalstresses, strain to stress conversion, transmissionand reflection photoelastic methods, Moire fringemethods, and analogies. Prerequisites: Civ Eng 110,Eng Mech 321. (Co-listed with Mech Eng 342, EngMech 342)

344 Fatigue Analysis (LEC 3.0) The mechanism offatigue, fatigue strength of metals, fracturemechanics, influence of stress conditions on fatiguestrength, stress concentrations, surface treatmenteffects, corrosion fatigue and fretting corrosion,fatigue of joints components and structures, designto prevent fatigue. Prerequisite: Civ Eng 110. (Co-listed with Mech Eng 338)

349 Robotic Manipulators & Mechanisms (LEC 2.0and LAB 1.0) Overview of industrial applications,manipulator systems and geometry. Manipulatorkinematics; hand location, velocity and acceleration.Basic formulation of manipulator dynamics andcontrol. Introduction to machine vision. Projectsinclude robot programming, vision-aided inspectionand guidance, and system integration. Prerequisites:Cmp Sc 73, Ae Eng 213. (Co-listed with Mc Eng 349)

350 Integrated Product Development (LEC 2.0 andLAB 1.0) Students in design teams will simulate theindustrial concurrent engineering developmentprocess. Areas covered will be design,manufacturing, assembly, cost, and product support.Using a 3-D solid modeling program, students willdesign, analyze, and send the data base to theautomated machine shop where the parts will bemanufactured. The parts will then be assembled,tested and analyzed for their performance.Prerequisites: Ae Eng 251 or Mc Eng 208 for Design;Mc Eng 213 for Assembly; Accompanied or precededby Mc Eng 353 for Manufacturing; Eng Mg 375 or 385for Cost/Product Support.

352 Introduction to Finite Element Analysis (LEC 3.0)Variational formulation of the governing equations.Finite element model, interpolation functions,numerical integration, assembly of elements andsolution procedures. Applications to solid mechanics,fluid mechanics and heat transfer problems. Two-dimensional problems. Computer implementation anduse of commercial finite element codes. Prerequisite:Mech Eng 208 or Aero Eng 253 or consent ofinstructor for majors that do not require either ofthese courses. (Co-listed with Mech Eng 312)

353 Aeroelasticity (LEC 3.0) Study of phenomenainvolving interactions among inertial, aerodynamic,and elastic forces and the influence of theseinteractions on aircraft and space vehicle design.Some aeroelastic phenomena are: divergence,control effectiveness, control reversal, flutter,buffeting, dynamic response to rapidly applied loads,aeroelastic effects on load distribution, and static anddynamic stability. Prerequisites: Ae Eng 251 and 271.

360 Probabilistic Engineering Design (LEC 3.0) Thecourse deals with uncertainties in engineeringanalysis and design at three levels – uncertaintymodeling, uncertainty analysis, and design underuncertainty. It covers physics-based reliabilityanalysis and reliability-based design, robustnessassessment and robust design, their integration withdesign simulations, and their engineeringapplications. Prerequisite: Mech Eng 208 or Aero Eng261. (Co-listed with Mech Eng 360)

361 Flight Dynamics-Stability And Control (LEC 3.0)Review of static stability, dynamic equations ofmotion, linearized solutions, classical control designand analysis techniques, introduction to moderncontrol. Prerequisite: Ae Eng 261.

369 Introduction To Hypersonic Flow (LEC 3.0) Astudy of the basic principles of hypersonic flow.Invisvid and viscous hypersonic flow. Application of

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numerical methods. High temperature flow.Consideration of real gas and rarefied flow.Applications in aero-dynamic heating andatmospheric entry. Prerequisite: Ae Eng 271or McEng or Ae Eng 331.

370 Plasma Physics I (LEC 3.0) Single particle orbits inelectric and magnetic fields, moments of Boltzmannequation and introduction to fluid theory. Diffusion ofplasma in electric and magnetic fields. Analysis oflaboratory plasmas and magnetic confinementdevices. Introduction to plasma kinetic theory.Prerequisite: Aero Eng 231 or Mech Eng 231 orPhysics 221 or Nuc Eng 221 or Elec Eng 271. (Co-listed with Mech Eng 370, Nuc Eng 370, Physics 370)

371 V/Stol Aerodynamics (LEC 3.0) Basic concepts ofV/STOL flight. Take-off transition and landingperformance, thrust vectoring. Propeller andhelicopter aerodynamics. Unblown and blown flaps.Boundary layer control. Lift fans and ductedpropellers. Wing-propeller interaction and thrustaugmentation. Prerequisite: Ae Eng 271.

377 Principles Of Engineering Materials (LEC 3.0)Examination of engineering materials with emphasison selection and application of materials in industry.Particular attention is given to properties andapplications of materials in extreme temperature andchemical environments. A discipline specific designproject is required. (Not a technical elective forundergraduate metallurgy or ceramic majors) (Co-listed with Ch Eng 347, Physics 377, Mt Eng 377 orEng 377)

378 Mechatronics (LEC 2.0 and LAB 1.0) This coursewill introduce students to the basics of mechatronics(i.e., the integration of mechanical, electrical,computer, and control systems). Students will learnthe fundamentals of sensors and actuators formechanical systems, computer interfacing,microcontrollers, real-time software, and control.Prerequisite: Mech Eng 279 or equivalent. (Co-listedwith Mech Eng 378, Elec Eng 378 and Comp Eng378)

380 Spacecraft Design I (LEC 3.0) Fundamentals ofspacecraft design. Systems engineering, subsystemanalysis and design. Gantt charts, organizationalcharts. Oral presentations and technicaldocumentation. Term project to involve design anddevelopment of actual flight hardware, continuinginto Spacecraft Design II. Prerequisites: Ae Eng 251,261, and 271 for Ae Eng majors; consent ofinstructor for non-Ae Eng majors.

381 Mechanical And Aerospace Control Systems(LEC 3.0) Synthesis of mechanical and aerospacesystems to perform specific control functions.Response and stability are studied. Singular valueanalysis for stability margins is introduced.Prerequisite: Mc Eng 279 or Ae Eng 361. (Co-listedwith Mc Eng 381)

382 Spacecraft Design II (LAB 3.0) As a continuationof Ae Eng 380, detailed spacecraft design isperformed, leading to procurement of components.As schedules permit, spacecraft fabrication and test

commence. Development of labs to facilitatespacecraft test, operation, and data analysiscontinues. Prerequisites: Aero Eng 380 for AE Engmajors; consent of instructor for non-AE Eng majors.

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Not for graduate credit. Not more thansix (6) credit hours allowed for graduation credit.Subject and credit to be arranged with the instructor.

400 Special Problems (IND 0.0-6.0) Problems orreadings on specific subjects or projects in thedepartment. Consent of instructor required.

401 Special Topics (Variable 0.0-6.0) This course isdesigned to give the department an opportunity totest a new course. Variable title. (Co-listed with McEng 401)

407 Advanced Vibrations (LEC 3.0) Advancedtreatment of discrete and continuous vibratorysystems. Extensive use is made of matrix methodsand operator notation. Special topics include:transmission matrices, relative coordinates, timedependent boundary conditions, approximatetechniques for linear systems, nonlinear systems andrandom excitations. Prerequisite: Mc Eng or Ae Eng307. (Co-listed with Mc Eng 407)

408 Advanced Finite Element Analysis (LEC 3.0)Higher order, isoparametric and mixed finiteelements. Eigenvalue and time-dependent problems.Solution procedures for dynamic analysis. Implicitand explicit methods. Applications to viscousincompressible fluid and plate bending problems.Three-dimensional problems. Nonlinear finiteelement analysis. Practical applications usingcommercial software. Prerequisite: Mech Eng 312 orAero Eng 352. (Co-listed with Mech Eng 408)

410 Seminar (LEC 0.0-1.0) Discussion of current topics.(Co-listed with Mech Eng 410)

413 Advanced Aerospace Mechanics (LEC 3.0)Current problems in aerospace dynamics are treatedusing methods of analytical mechanics; gyroscopicphenomena; the calculus of variations, stability ofsystems, to include approximate techniques.Prerequisite: Mc Eng or Ae Eng 313. (Co-listed withMc Eng 413)

422 Applied Linear Elasticity (LEC 3.0) Formulationand study of boundary-value problems in 2-D linearelastostatics: Equilibrium and compatibility. Stressfunction formulations in Cartesian and polarcoordinates. Curved beam, wedge and plane contactproblems. Dislocations and cracks. Thermoelasticity.Prerequisites: IDE 110, Math 325 (Co-listed withMech Eng 422)

423 Viscous Fluid Flow (LEC 3.0) Fundamentals ofviscous fluids for incompressible and compressibleflows governed by Navier-Stokes equations; exact,approximate, and numerical solutions for steady andunsteady laminar flows; boundary layer theory forincompressible and compressible flows; stability andtransition. Prerequisite: Mech Eng 331, Aero Eng331, Mech Eng 339, Aero Eng 339 or equivalent. (Co-listed with Mech Eng 423)

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425 Heat Transfer By Conduction (LEC 3.0) A study ofconduction of heat transfer in solids by analytical andother methods. Prerequisite: Mc Eng or Ae Eng 325.(Co-listed with Mc Eng 425)

427 Heat Transfer By Convection (LEC 3.0) Ananalytical study of convective heat transfer inlaminar and turbulent flows; forced convection,natural convection, and mixed convection; combinedheat and mass transfer; heat transfer with change ofphase; instability of laminar flow; current topics inconvection. Prerequisite: Mc Eng or Ae Eng 325. (Co-listed with Mc Eng 427)

429 Heat Transfer By Radiation (LEC 3.0) A study ofthe nature of thermal radiation; implications fromelectromagnetic theory; radiative characteristics ofsurfaces; enclosures; configuration factors;radiosity; specular and diffuse reflection; transfer inabsorbing, emitting and scattering media; combinedradiation conduction and convection; experimentalmethods. Prerequisite: Mc Eng or Ae Eng 325. (Co-listed with Mc Eng 429)

431 Gas Dynamics I (LEC 3.0) A critical analysis of thephenomena governing the flow of a compressiblefluid; introduction to flow in two and threedimensions; Prandtl-Meyer expansions; smallperturbations in subsonic and supersonic flows;method of characteristics. Prerequisite: Mc Eng or AeEng 331. (Co-listed with Mc Eng 431)

435 Turbulent Flows - Theory, Measurements andModeling (LEC 3.0) Navier-Stokes equations;statistical description and mean-flow equations;behavior of free shear and wall bounded flows; theenergy cascade; turbulence spectra and Kolmogorovhypothesis; measurement techniques: PIV, hot-wires, LDV; turbulence modeling for transportprocesses and closure schemes for RANS equations;evaluation of model constants, introduction to LES,DNS and hybrid-RANS. Prerequisite: Mech Eng 331or Aero Eng 331 or Mech Eng 339 or Aero Eng 339 orequivalent. (Co-listed with Mech Eng 435)

437 Physical Gas Dynamics I (LEC 3.0) Features ofhigh temperature gas flows including thedevelopment of the necessary background fromkinetic theory, statistical mechanics, chemicalthermodynamics and chemical kinetics. Equilibriumand Nonequilibrium gas properties and gas flows areincluded. Prerequisite: Mc Eng or Ae Eng 331. (Co-listed with Mc Eng 437)

457 Markov Decision Processes (LEC 3.0) Introductionto Markov Decision Processes and DynamicProgramming. Application to Inventory Control andother optimization and control topics. Prerequisite:Graduate standing in background of probability orstatistics. (Co-listed with Comp Eng 457, Mech Eng447, Eng Mgt 457 and Comp Sci 457)

458 Adaptive Critic Designs (LEC 3.0) Review ofNeurocontrol and Optimization, Introduction toApproximate Dynamic Programming (ADP),Reinforcement Learning (RL), Combined Concepts ofADP and RL - Heuristic Dynamic Programming (HDP),Dual Heuristic Programming (DHP), Global Dual

Heuristic Programming (GDHP), and Case Studies.Prerequisite: Elec Eng 368 Neural Networks orequivalent (Computational Intelligence Comp Eng301) (Co-listed with Comp Eng, Elec Eng, Mech Engand Sys Eng 458)

479 Analysis And Synthesis Of Mechanical AndAerospace Systems (LEC 3.0) A unified treatmentof modern system theory for the Mechanical andAerospace Engineering Controls Analyst, includinganalysis and synthesis of linear and nonlinearsystems, compensation and optimization ofcontinuous and discrete systems, and theory ofadaptivity. Prerequisite: Mc Eng 381 or Ae Eng 381.(Co-listed with Mc Eng 479)

484 Analysis Of Laminated Composite Structures(LEC 3.0) An overview of isotropic beams, plates,and shells. Bending, vibration, and buckling oflaminated composite beams and plates: exact andapproximate solutions. Development of compositeshell theory and simplified solutions. Analysis ofcomposite structures including transverse sheardeformation and thermal effects. Prerequisite: MechEng 382 or Aero Eng 311. (Co-listed with Mech Eng484)

485 Mechanics Of Composite Materials (LEC 3.0)Effective moduli of spherical, cylindrical and lamellarsystems. Micromechanics of fiber-matrix interfacesand unidirectional composites. Application of shearleg and other approximate theories to interfaces andcomposites including fiber pull-out, debonding andmatrix cracking. Prerequisite: Mech Eng 382 or AeroEng 311. (Co-listed with Mech Eng 485)

490 Research (IND 0.0-15.0) Investigations of anadvanced nature leading to the preparation of athesis or dissertation. Consent of instructor required.

493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examinations foron-campus M.S./Ph.D. students may be processedduring intersession. Off-campus M.S. students mustbe enrolled in oral examination and must have paidan oral examination fee at the time of thedefense/comprehensive examination (oral/ written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.

495 Continuous Registration (LEC 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation, and are awayfrom the campus must continue to enroll for at leastone hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Biological Science Courses300 Special Problems (IND 0.0-6.0) Problems or


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310 Seminar (RSD 1.0) Presentation of a scientific paperconcerned with current topics in biological sciences.Prerequisite: Senior standing.

311 Bioinformatics (LEC 3.0) The course will familiarizestudents with the application of computationalmethods to biology, as viewed from bothperspectives. It will introduce problems in molecular,structural, morphological, and biodiversityinformatics, and will discuss principles, algorithms,and software to address them. Prerequisites: Bio Sci110 or 111 and Comp Sci 53/54 or 74/78. (Co-listedwith Comp Sci 311)

315 Developmental Biology (LEC 3.0) Study of thepatterns of development of the vertebrate embryo,the molecular mechanisms of tissue induction, andinteractions among developing tissues. Prerequisite:Bio Sci 211.

321 Pathogenic Microbiology (LEC 3.0) A study ofmedically important microorganisms. Students willlearn about the properties that enable organisms tocause disease as well as the disease process withinthe host. Special emphasis will be placed on recentadvances in the molecular genetics of host pathogeninteraction. Prerequisite: Bio 221 or Cv Eng 261.

325 Microbiology In Bioengineering (LEC 3.0)General introduction to prokaryotic and eukaryoticmicroorganisms and viruses. Consideration ofvarious parameters affecting the growth, basictechniques of culture, and industrial applications ofmicroorganisms. Prerequisite: Bio 211.

328 Nutritional And Medicinal Properties Of Plants(LEC 3.0) A survey of the biochemical andphysiological functions of mineral elements,vitamins, and other organic compounds from plantsnecessary in human nutrition; and an overview ofthe medicinal derivatives of various plants, theireffects and uses. Prerequisites: Bio Sci 110 or Bio Sci111; and Bio Sci 211.

331 Molecular Genetics (LEC 3.0) A study of theproperties and functions of DNA that make thismacromolecule unique in the universe. Examples ofreplication, transcription, translation, repair, andregulation will be examined in viruses, prokaryotes,and eukaryotes. Prerequisites: Bio 231 and Bio 211.

332 Molecular Genetics Laboratory (LAB 2.0) Thiscourse provides experience in the use of a variety ofDNA manipulation techniques that are common tomolecular studies. These include DNA extraction,restriction mapping, Southern blotting, recombinantplasmid construction, DNA sequencing and analysis,and polymerase chain reaction. Prerequisite:Preceded or accompanied by Bio 331.

334 Genomics (LEC 3.0) This course offers a generaloverview of the field of genomics. Topics coveredinclude genome sequencing and annotation,transcriptomics, proteomics, metabolomics, genomicvariation, and an overview of human, and severalanimal, plant, and microbial genome projects.

335 Cancer Cell Biology (LEC 3.0) Advanced biologycourse examining cellular processes that go awryduring tumorigenesis. We will discuss cell cyclecontrols, signal transduction pathways, DNA repair,telomerase, apoptosis, cell migration and adhesionthat are altered in cancer cells. Prerequisite: Bio Sci211.

340 Biomaterials I (LEC 3.0) This course will introducesenior undergraduate students to a broad array oftopics in biomaterials, including ceramic, metallic,and polymeric biomaterials for in vivo use, basicconcepts related to cells and tissues, host reactionsto biomaterials, biomaterials-tissue compatibility,and degradation of biomaterials. Prerequisite: Seniorundergraduate standing. (Co-listed with Cer Eng340, Met Eng 340, Chem Eng 340)

341 Tissue Engineering I (LEC 3.0) The course willintroduce senior undergraduate students to theprinciples and clinical applications of tissue engineeringincluding the use of biomaterials scaffolds, living cellsand signaling factors to develop implantable parts forthe restoration, maintenance, or replacement ofbiological tissues and organs. Prerequisite: Seniorstanding. (Co-listed with MS&E 341)

342 Exercise Physiology (LEC 3.0) Coverscardiovascular, pulmonary, and metabolic responsesto aerobic and anaerobic muscular activities, workcapacities, nutritional factors in performance, androle of exercise in health. Prerequisite: Bio Sci 110 orBio Sci 111.

345 Comparative Chordate Anatomy (LEC 2.0 and LAB2.0) An integrated, comparative study of chordatestructures and systems, with emphasis on evolution,development and function. Includes examination ofgross anatomy and histology of selected forms.Prerequisites: Bio Sci 113, Bio Sci 114.

351 Introduction to Environmental Microbiology(LEC 3.0) Environmental Microbiology is aninterdisciplinary study of how microorganisms canimpact humans and applied to solve problems suchas water treatment and environmental cleanup ofcontaminants. This course differs from Bio Sci 451as no NSF-style report or presentation is required.Prerequisite: Bio Sci 221.

352 Biological Effects Of Radiation (LEC 3.0)Introduction to biological effects of ionizing radiationincluding mode of induction of mutations, effects onthe developing fetus and specific tissues plustherapeutic applications of various types of radiation.Prerequisites: Bio Sci 110 or Bio Sci 111; and Chem3.

354 Freshwater Ecology (LEC 3.0) The ecology ofstreams, lakes, and wetlands. The course will coverthe physical and chemical characteristics offreshwater environments, the diversity of life infreshwaters, biogeochemical processes, and threatsto freshwater systems. Prerequisite: Bio Sci 251.

358 Advanced Biodiversity (LEC 3.0) This coursefocuses on the enhancement and reduction ofbiodiversity and modern techniques of measuringand monitoring it. Topics include biogeography,

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community structure, competition, predation, foodwebs, geology-biology relationships, environmentalchange, and human impact. Additional costs and aweek-long field trip are required. Prerequisite: BioSci 235 or Bio Sci 251.

364 Global Ecology (LEC 3.0) This class coversecological topics at large scales, emphasizing globalscales. Topics include global energy balance,biogeochemical cycles of water, carbon, nitrogen,and other biologically important elements, and globalbiodiversity. Prerequisite: Bio Sci 251.

370 Toxicology (LEC 3.0) A study of natural and man-made toxicants, various possible routes of exposure,absorption, distribution, biotransformation, specifictarget sites, and mechanisms involved in elicitation oftoxic effects, as well as detoxification and excretion.Prerequisites: Bio Sci 211, Bio Sci 231, Junior standing.

375 Biological Design and Innovation I (LAB 3.0)Students identify significant problems inbiological/biomedical sciences, and then design andimplement innovative solutions using advancedtechniques. Students present and defend proposalsand results. Prerequisite: At least two 200 level orhigher Biology courses.

381 Immunology (LEC 3.0) A study of the principles ofimmunology, including biological and biochemicalaspects of the immune response, immunochemistry,serology, immunoglobulin and T-cell mediatedallergies, tumor and transplantation immunology,autoimmune diseases, and the role of immunity inhost defense. Prerequisites: Chem 223 or Chem 363and Bio 211.

382 Neurobiology (LEC 3.0) An intermediate course incellular neurobiology. Emphasis will be placed on theunique properties of neurons and other excitablecells. Topics covered include the structure andbiophysical properties of neurons, synaptictransmission, neurochemistry, signal transduction,neuropharmacology and neurodevelopment.Prerequisite: Bio Sci 211.

383 Pharmacology (LEC 3.0) The basic principles ofdrug action, pharmacokinetics, pharmacodynamicsand toxicity. We will emphasize the actions of drugsused to treat cardiovascular and nervous systemdisorders. Students will review the primary literatureto prepare both written and oral reports on drugactions. Prerequisite: Bio Sci 211.

388 Biomedical Problems (LEC 3.0) This course willuse a problem-based learning approach to examinebiological aspects of various medical conditions.Students will work in groups and individually toanswer problems related to diagnostic testing andevaluation of diseases and other medical conditions.Prerequisites: Bio Sci 211 and 221, Bio Sci 242recommended.

390 Undergraduate Research (IND 1.0-3.0) Designedfor the undergraduate student who wishes to engagein research. Not for graduate credit. Not more thansix credit hours for graduation credit. Subject andcredit to be arranged with the instructor. Prerequisite:Consent of instructor.

391 General Virology (LEC 3.0) An overview of the fieldof virology, including plant, animal, and bacterialviruses. Discussions will include morphology,classification, virus-host interactions, genetics,clinical and industrial aspects of viruses, and virusesas model systems for basic biological studies.Prerequisites: Bio Sci 110 or 111; Bio Sci 211, 221,Chem 1, 3, 221.

400 Special Problems (IND 0.0-6.0) Graduate problemsor readings on specific subjects or projects in thedepartment. Prerequisite: Consent of the instructor.


402 Problems In Applied And EnvironmentalBiology (LEC 0.0-3.0) Overview of major areas ofresearch in applied biology and environmentalscience with a focus on interdisciplinary approachesused on S&T campus in ongoing research.Prerequisite: Acceptance to Graduate Program.

410 Graduate Seminar (RSD 0.0-6.0) Presentation anddiscussion of current topics in Applied andEnvironmental Biology.

418 Plant Stress Physiology (LEC 3.0) Course coversplant responses to environmental stress.Physiological anatomical, biochemical and molecularresponses to both biotic and abiotic stresses.Prerequisites: Bio 211, Bio 218 and 219 and Chem361.

421 Advanced Microbial Metabolism (LEC 3.0) Asurvey of the diverse metabolic properties ofmicroorganisms. Course material will emphasizemajor metabolic pathways and how they relate tomicrobial diversity and microbial ecology.Prerequisite: Bio 221 or an equivalent course.

422 Biomolecules (LEC 3.0) Demonstration of theprinciples of modern biochemistry as they relate tothe structure and function of the majormacromolecules of the cell. An emphasis will beplaced on reading and interpreting scientificliterature and scientific writing. Prerequisites: Bio211 and/or Chem 361 or an equivalent course.

435 Advanced Cancer Cell Biology (LEC 3.0) Graduatelevel biology course examining cellular processesthat go awry during tumorigenesis. We will discusscell cycle controls, signal transduction pathways,DNA repair, telomerase, apoptosis, cell migration andadhesion that are altered in cancer cells. In additionto lecture, will include a weekly section to examineprimary cancer literature. Prerequisite: Bio Sci 211.

440 Biomaterials II (LEC 3.0) This course will introducegraduate students to a broad array of topics inbiomaterials, including ceramic, metallic, andpolymeric biomaterials for in vivo use, basic conceptsrelated to cells and tissues, host reactions tobiomaterials, biomaterials-tissue compatibility, anddegradation of biomaterials. A term paper and oralpresentation are required. Prerequisite: GraduateStanding. (Co-listed with Cer Eng 440, Met Eng 440,Chem Eng 440)

128 - Biological Sciences Courses

441 Tissue Engineering II (LEC 3.0) The course willintroduce graduate students to the principles andclinical applications of tissue engineering including theuse of biomaterials, scaffolds, living cells and signalingfactors to develop implantable parts for therestoration, maintenance, or replacement of biologicaltissues and organs. A related topic term paper andoral presentation are expected. Prerequisite:Graduate standing. (Co-listed with MS&E 441)

442 Mammalian Physiology (LEC 3.0) Advanced studyof the physiology of mammalian organ systems witha focus on membrane biophysics, endocrine controlof metabolism, organ interactions, and homeostaticmechanisms. Prerequisites: Bio 211 plus either Bio215 or Bio 242.

451 Environmental Microbiology (LEC 3.0) Topics tobe explored in this course will include but are notlimited to microbial growth and metabolic kinetics,life in extreme conditions, biogeochemical cycling,bioremediation of contaminants, waterbornepathogens and environmental biotechnology.Prerequisite: Must be a graduate student.

452 Astrobiology (LEC 3.0) The origins of life on earlyearth and the possibility of life on extraterrestrialbodies will be explored in this course throughlectures and journal article discussions. In addition,the means to study extraterrestrial environments willbe considered. Prerequisite: Graduate standing.

454 Advanced Freshwater Ecology (LEC 3.0) Theecology of streams, lakes, and wetlands. The coursewill cover the physical and chemical characteristicsof freshwater environments, the diversity of life infreshwaters, biogeochemical processes, and threatsto freshwater systems. Research proposal andadditional readings required for graduate credit.Prerequisite: Graduate standing.

455 Bioremediation (LEC 3.0) During this course, theuse of microorganisms and other living organisms forthe remediation of contaminated environments willbe explored along with the techniques necessary formonitoring their activities. Prerequisite: Graduatestanding.

461 Advanced Cell Biology (LEC 3.0) dvanced study ofthe biology of eukaryotic cells, includingbiomembranes and membrane transport, subcellularorganelles, cellular energetics, protein sorting,cytoskeletal elements, cell to cell signalling, regulationof the cell cycle, and tissue organization. Prerequisite:Bio 211 or equivalent.

470 Advanced Toxicology (LEC 3.0) We will discuss thetoxicity and mechanisms of action of natural andman-made toxicants. The impact of toxicants on bothhuman health and the environment will beconsidered. Students will be assigned to independentliterature search and write a report. Prerequisites:Bio Sci 211 and Bio Sci 231.

470 Advanced Toxicology (LEC 3.0) We will discuss thetoxicity and mechanisms of action of natural andman-made toxicants. The impact of toxicants on bothhuman health and the environment will beconsidered. Students will be assigned to independent

literature search and write a report. Prerequisites:Bio Sci 211 and Bio Sci 231.

475 Techniques In Applied And EnvironmentalBiology (LEC 3.0) Students will have the opportunityfor hands on experience with the various techniquesused in the modern biology laboratory. Techniqueswill include gene cloning, DNA sequencing, proteinpurification, growth and development of variousmodel organisms, data acquisition. Prerequisite:Graduate standing.

490 Graduate Research (IND 0.0-15.0) Investigation ofan advanced nature leading to the preparation of athesis or dissertation.

493 Oral Examination (IND 0.0) (Variable) Aftercompletion of all other program requirements, oralexaminations for on-campus M.S./PH.D studentsmay be processed during intersession. Off-campusM.S. students must be enrolled in oral examinationand must have paid an oral examination fee at thetime of the defense/comprehensive examination(oral/written). All other students must enroll forcredit commensurate with uses made of facilitiesand/or faculties. In no case shall this be for less thanthree (3) semester hours for resident students.

Business Courses300 Special Problems (IND 0.0-6.0) Problems or


301 Special Topics (Variable 0.0-6.0) This is designedto give the department an opportunity to test a newcourse. Variable title.

305 Accounting Essentials (LEC 1.5) This course is anintroduction to the essentials of financial andmanagerial accounting for running a business. It isdesigned for students planning to enter the MBAprogram who need this area and for non-businessstudents who want some business background. Creditin this course cannot be applied to any major or minorin Business, IST, or Economics. Prerequisite: Senioror Junior standing; 3.0 GPA required.

306 Management and Business Law Essentials (LEC1.5) This course is an introduction to the essentialsof management and business law for running abusiness. It is designed for students planning toenter the MBA program who need this area and fornon-business students who want some businessbackground. Credit in this course cannot be appliedto any major or minor in Business, IST, orEconomics. Prerequisite: Senior or Junior Standing;3.0 GPA required.

308 Operations Management Essentials (LEC 1.5) Thiscourse is an introduction to the essentials ofoperations management for running a business. It isdesigned for students planning to enter the MBAprogram who need this area and for non-businessstudents who want some business background. Creditin this course cannot be applied to any major or minorin Business, IST, or Economics. Prerequisite: Senioror Junior Standing; 3.0 GPA required.

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309 Mathematics and Statistics Essentials (LEC 1.5)This course is an introduction to the essentials ofmathematics and statistics for running a business. Itis designed for students planning to enter the MBAprogram who need this area and for non-businessstudents who want some business background.Credit in this course cannot be applied to any majoror minor in Business, IST, or Economics.Prerequisite: Senior or Junior Standing; 3.0 GPArequired.

311 Business Negotiations (LEC 3.0) The purpose ofthis course is to understand the practices andprocesses of negotiation so that you can negotiatesuccessfully in a variety of settings. The course isdesigned to be relevant to the broad spectrum ofnegotiation problems faced by managers,consultants, etc. Because almost everyonenegotiates all the time, this course is relevant toalmost any student. Prerequisite: Upperclassmen orgraduate status.

312 Management Information Systems Essentials(LEC 1.5) This course is an introduction to theessentials of management information systems forrunning a business. It is designed for studentsplanning to enter the MBA program who need thisarea and for non-business students who want somebusiness background. Credit in this course cannot beapplied to any major or minor in Business, IST, orEconomics. Prerequisite: Senior or Junior Standing;3.0 GPA required.

315 Introduction to Teambuilding and Leadership(LEC 3.0) This course covers an introduction toleadership styles, principles, models, issues, andapplications through analytical and intellectualexamination. Key components of teams areintroduced, with opportunities to practice anddevelop both leadership and teambuilding skills.

320 Managerial Accounting (LEC 3.0) Emphasizesinternal use of accounting information in establishingplans and objectives, controlling operations, andmaking decisions involved with management of anenterprise (the determination of costs relevant to aspecific purpose such as inventory valuation, controlof current operation, or special decisions).Prerequisites: Bus 120 or Eng Mgt 147.

330 Foundations of Sustainable Business (LEC 3.0)An introduction to sustainability, this courseexamines the concept of environmental issues in abusiness context. Principles, processes, and practicesof sustainable business will be explored through awide range of case studies. Prerequisite: Junior,Senior, or Graduate standing.

340 Introduction to Business Innovation forSustainability (LEC 3.0) Applies an entrepreneurialmindset to the environmental and socialopportunities and challenges facing the globalcommunity. Topics are examined from multipleperspectives: nonprofit, hybrid, and for-profitorganizations. Credit cannot be earned for both Bus340 and Bus 440. Prerequisite: Bus 330 orequivalent.

350 Customer Focus and Satisfaction (LEC 3.0) Majoremphasis is given to the concept of customer focus,with coverage of techniques for obtaining customerneeds, measuring customer satisfaction, developingproducts and services to satisfy customers, andmaximizing the benefits of customer feedback. Asemester long HoQ project will be done. Prerequisite:MKT 310 or MKT 307 or Eng Mgt 251. (Co-listed withMKT 350)

360 Business Operations (LEC 3.0) This courseexamines the concepts, processes, and institutionsthat are fundamental to an understanding ofbusiness operations within organizations. Emphasisis on the management and organization ofmanufacturing and service operations and theapplication of quantitative methods to the solution ofstrategic, tactical and operational problems.Prerequisites: Math 8 or Math 12 or Math 14; anyStatistics course; Bus 120 or Eng Mgt 147.

370 Human Resource Management (LEC 3.0) Thecourse examines employee selection, performanceappraisal, training and development, compensation,legal issues, and labor relations. Prerequisite: Bus 110.

375 International Business (LEC 3.0) This surveycourse will deal with business concepts, analyticalprocesses and philosophical bases for internationalbusiness operations. Emphasis is on environmentaldynamics, multinational business organizations,cultural and economic constraints, uniqueinternational business practices and internationaloperations, strategy and policy. Prerequisite: MKT311 or MKT 407 or Eng Mgt 251.

380 Strategic Management (LEC 3.0) Study of theformulation and implementation of corporative,business and functional strategies designed toachieve organizational objectives. Case studies andresearch reports may be used extensively.Prerequisites: MKT 311 or Eng Mgt 251; Finance 250or Eng Mgt 252; Senior standing.

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Not for graduate credit. Not more thansix credit hours allowed for graduation credit.Subject and credit to be with the instructor.

397 Senior Business Design I (LEC 1.0) In this course,students will become familiar with the principles ofentrepreneurship; learn about the basic purpose,content and structure of business plans; and developbusiness presentation skills through practice. At theend of the semester, student teams will givepresentations to a bank in an attempt to secure aloan to run the business the following semester.Prerequisite: Senior Standing.

398 Senior Business Design II (LEC 2.0) In thiscourse, students will be expected to carry out thebusiness plans created in Bus 397. Progress reportsare submitted roughly every 3 weeks during thesemester. At the end of the semester, studentsterminate the business organization and profits aredonated to a non-profit organization in the team'sname. Prerequisite: Bus 397.

130 - Business Courses

400 Special Problems (IND 0.0-6.0) Problems orreadings on specific subjects or projects in thedepartment. Prerequisite: Admission to the MBAprogram.

401 Special Topics (Variable 0.0-6.0) This is designed togive the department an opportunity to test a newcourse. Variable title.

405 Graduate Accounting Essentials (LEC 1.5) Thiscourse is an introduction to the essentials of financialand managerial accounting for running a business.It's designed for students planning to enter the MBAprogram who need this area and for non-businessstudents who want some business background.Credit cannot be applied to any major or minor inBusiness, IST, or Economics. Additional case orreport required. Prerequisite: Bachelor Degree.

406 Graduate Management and Business LawEssentials (LEC 1.5) This course is an introductionto the essentials of management and business lawfor running a business. It's designed for studentsplanning to enter the MBA program who need thisarea and for non-business students who want somebusiness background. Credit cannot be applied toany major or minor in Business, IST, or Economics.Additional case study or report required.Prerequisite: Bachelor Degree.

408 Graduate Operations Management Essentials(LEC 1.5) This course is an introduction to theessentials of operations management for running abusiness. It is designed for students planning toenter the MBA program who need this area and fornon-business students who want some businessbackground. Credit cannot be applied to any majoror minor in Business, IST, or Economics. Additionalcase study or report required. Prerequisite: BachelorDegree.

409 Graduate Mathematics and Statistics Essentials(LEC 1.5) This course is an introduction to theessentials of mathematics and statistics for runninga business. It is designed for students planning toenter the MBA program who need this area and fornon-business students who want some businessbackground. Credit cannot be applied to any majoror minor in Business, IST, or Economics. Additionalcase study or report required. Prerequisite: BachelorDegree.

412 Graduate Management Information SystemsEssentials (LEC 1.5) This course is an introductionto the essentials of management informationsystems for running a business. It is designed forstudents planning to enter the MBA program. Creditin this course cannot be applied to any major orminor in Business, IST, or Economics. Additional caseor report required. Prerequisite: Bachelor Degree.

415 Teambuilding and Leadership in BusinessSettings (LEC 3.0) This course covers leadershipstyles, principles, models, issues, and applicationsthrough analytical and intellectual examination. Keycomponents of teams are introduced, withopportunities to practice and develop both leadershipand teambuilding skills. Case studies required.

421 Teambuilding and Leadership (LEC 3.0) This classwill teach students how to work well in teams andlead teams and organizations. Management,networking, presentation skills, and sustainablebusiness practices will be covered. Prerequisite:Admission into the MBA or the Management ofSustainable Business Graduate Certificate program.

422 International Marketing (LEC 3.0) This coursefocuses on the challenges faced by businessmanagers as they deal with a competitive globalmarket. The course will examine various topicsrelated to international marketing such as culturaldifferences, economic differences, differences inproduct and technical standards, global advertising,and international pricing and segmentation.Prerequisite: MKT 307/407 or equivalent.

423 Management Information Systems andDatabases (LEC 3.0) This course covers the use ofmanagement information systems and databases asused by business managers as they deal with acompetitive global market. Prerequisite: Bus312/412 or equivalent.

424 Managerial Accounting for Monitoring andControl (LEC 3.0) This course covers managerialaccounting and its critical role in decision making,monitoring, and controlling business processes.Prerequisite: Bus 305/405 or equivalent.

425 Operations and Project Management (LEC 3.0)This course covers operations management and itscritical role in developing and maintaining effectiveand efficient processes in the organization. The useof project management tools is covered for purposesof effectively managing organizational change.Prerequisite: Bus 308/408 or equivalent.

426 Integration of Business Areas (LEC 3.0) Studentswill work on projects and simulations to learn tointegrate the business functions to maximizeperformance efficiency and effectiveness. Theconsulting field will be covered through projects andreadings. Prerequisite: Student must have completedat least 12 hours towards the MBA degree.

427 Managerial Finance (LEC 3.0) This course coversthe use of financial tools to manage the organization.The main focus is the strategic decision-makingprocess of modern managers responsible for majorfinancial decisions. Topics include financial policy,capital investment analysis, dividend policy, capitalstructure, and other contemporary corporate financeissues. Prerequisite: Finance 305/405 or equivalent.

440 Business Innovation for Sustainability (LEC 3.0)Applies an entrepreneurial mindset to theenvironmental and social opportunities andchallenges facing the global community. Topics areexamined from multiple perspectives: nonprofit,hybrid, and for-profit organizations. Written casestudies required. Credit cannot be earned for bothBus 340 and 440. Prerequisite: Bus 330.

450 Advanced Customer Focus and Satisfaction (LEC3.0) Major emphasis is given to the concept ofcustomer focus, with coverage of techniques forobtaining customer needs, measuring customer

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satisfaction, developing products and services tosatisfy customers, and maximizing the benefits ofcustomer feedback. Individual focused research isincluded. Prerequisite: MKT 311 or MKT 307 or EngMgt 251. (Co-listed with MKT 450)

471 Advanced Business Negotiations (LEC 3.0) Thepurpose of this course is to understand the practicesand processes of negotiation so that you cannegotiate successfully in a variety of settings. Thecourse is designed to be relevant to the broadspectrum of negotiation problems faced bymanagers, consultants, etc. A negotiation project isalso required. Prerequisite: Graduate status.

475 Advanced International Business (LEC 3.0)Business concepts, analytical processes andphilosophical bases for international businessoperations. Emphasis is on environmental dynamics,multinational business organizations, cultural andeconomic constraints, unique international businesspractices and international operations, strategy andpolicy. Research project required. Prerequisite: MKT311 or MKT 407 or Eng Mgt 251.

490 Research (IND 0.0-9.0) Research investigation ofan advanced nature leading to a major reportsuitable for publication in a journal or in a conferenceproceedings. Prerequisite: Permission of theinstructor.

491 Internship (IND 0.0-6.0) Students apply criticalthinking skills and discipline specific knowledge in awork setting based on a project designed by theadvisor and employer. Activities will vary dependingon the student's background and the setting.Requires major report and formal presentation tosponsoring organization. Prerequisite: Bus 420.

493 Oral Examination (IND 0.0) After completion of allother requirements, oral examinations for on-campus M.B.A./Ph.D. students may be processedduring intersession. Off-campus M.B.A. studentsmust be enrolled in oral examination and must havepaid an oral examination fee at the time defense/oralexamination (oral/written). All other students mustenroll for credit commensurate with uses made offacilities and/or faculties. In no case shall this be forless than three (3) semester hours for residentstudents.

496 Project Research (IND 0.0-9.0) The researchproject will involve students applying researchtechniques and discipline specific knowledge workingon a project designed by the advisor, often workingwith a business organization. Requires major reportand formal presentation to sponsoring organization.Prerequisite: Permission of the instructor.

499 Practicum (IND 0.0-6.0) This course is similar tothe BUS 491 Internship course. The difference is thatthis course is intended for students who are alreadyemployed by an organization for whom they wish tocontinue working. Prerequisite: Business Core.

Ceramic Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



306 Mechanical Properties Of Ceramics (LEC 3.0 andLAB 1.0) This course will treat the theory and testingpractice related to design based on the mechanicalproperties of ceramics. The course also includes alaboratory consisting of experiments for thecharacterization of the mechanical properties ofceramics. Prerequisite: Civ Eng 110.

308 Electrical Ceramics (LEC 2.0 and LAB 1.0) Theapplication and design of ceramics for the electricalindustry is discussed. Particular emphasis is placedon how ceramic materials are altered to meet theneeds of a specific application. The laboratoryacquaints the student with measurements which areused for electrical property evaluation. Prerequisite:Cr Eng 284.

315 Organic Additives In Ceramic Processing (LEC2.0) Basic chemistry, structure and properties ororganic additives used in the ceramics industry;solvents, binders, plasticizers, dispersants. Use oforganic additives in ceramic processing.Prerequisites: Cr Eng 203 and 231.

331 Ceramic Processing (LEC 3.0) Powder, colloidal andsol-gel processing, forming methods, drying,sintering and grain growth. Relation of processingsteps to densification and microstructuredevelopment. Prerequisite: Senior standing.

333 Microelectronic Ceramic Processing (LEC 3.0)Materials, processing and design of microelectronicceramics are covered. Introduction to devices,triaxial ceramics, high aluminas, tape fabrication,metallizations, thick film processing and glass-to-metal seals. Prerequisites: Cr Eng 203 & 242.

338 Thermal Properties Of Ceramics (LEC 3.0) Thiscourse will teach the crystal physics underlying heatcapacity, internal energy, phonon and photonconduction, and thermal expansion. These propertieswill be used to rationalize the behavior of a widevariety of ceramic materials in severe thermalenvironments. Prerequisite: Senior Standing.

340 Biomaterials I (LEC 3.0) This course will introducesenior undergraduate students to a broad array oftopics in biomaterials, including ceramic, metallic,and polymeric biomaterials for in vivo use, basicconcepts related to cells and tissues, host reactionsto biomaterials, biomaterials-tissue compatibility,and degradation of biomaterials. Prerequisite: Seniorundergraduate standing. (Co-listed with Bio Sci 340,Met Eng 340, Chem Eng 340)

352 International Engineering and Design (LEC 3.0)A multi-disciplinary engineering course focused onsustainable design and technology transfer todeveloping countries. Course includes elements oftraditional capstone design classes. Experiential

132 - Ceramic Engineering Courses

learning through competitions and/or field work is amajor component of the class. Prerequisite: Seniorstanding, instructor approval. (Co-listed with GeoEng 352 and Met Eng 352)

362 Thermomechanica l/E lectr ica l/Opt ica lProperties Lab (LAB 1.0) Laboratory consisting ofthree separate modules of experiments for thecharacterization of the thermomechanical, electricaland optical properties of ceramics. The student willchoose one of the three modules. Prerequisite: CivEng 110 or Cer Eng 284.

364 Refractories (LEC 3.0) The manufacture,properties, uses, performance, and testing of basic,neutral and acid refractories.

369 Glass Science And Engineering (LEC 3.0) Thedevelopment, manufacturing methods, applications,and properties of flat, fiber, container, chemical, andspecial purpose glasses. Composition/propertyrelationships for glasses and nucleation-crystallization processes for glass-ceramics are alsocovered. Prerequisite: Cr Eng 103.

371 Dielectric And Electrical Properties Of Oxides(LEC 3.0) The processes occurring in inorganicmaterials under the influence of an electric field areconsidered from basic principles. Emphasis is placedon application to real systems. Prerequisite: Cr Eng284.

377 Principles Of Engineering Materials (LEC 3.0)Examination of engineering materials with emphasison selection and application of materials in industry.Particular attention is given to properties andapplications of materials in extreme temperature andchemical environments. A discipline specific designproject is required. (Not a technical elective forundergraduate metallurgy or ceramic majors) (Co-listed with Ae Eng 377, Ch Eng 347, Physics 377, MtEng 377)


392 X-Ray Diffraction Analysis (LEC 2.0 and LAB 1.0)Theory and practical aspects of x-ray diffractionanalysis are covered including diffraction theory,qualitative and quantitative analysis techniques,electronic databases, and operation of modern powderdiffractometers. Students cannot receive credit forboth Cer Eng 292 and Cer Eng 392. Prerequisite:Preceded or accompanied by Cer Eng 291.


401 Special Topics (Variable 0.0-6.0) his course isdesigned to give the department an opportunity totest a new course. Variable title.

405 Interfacial Phenomena (LEC 3.0) The nature andconstitution of inorganic interfaces, surface processesand consequences, epitaxy, thermal grooving, UHVtechniques, field emission-ionization and evaporation,surface models, adsorption and nucleation.

416 Composite Materials (LEC 3.0) The objective ofthis course is to give the students an understandingof the processing, design, and mechanical behaviorof composite materials. The course will treat bothfiber reinforced and laminate-based composites withan emphasis on the macromechanical behavior ofthese composites with respect to their architecture.Prerequisite: Graduate Standing.

418 Optical Properties Of Materials (LEC 3.0) Theobjective of this course is to give the student afundamental understanding of the structure-opticalproperty relationships exhibited by isotropic andanisotropic materials. Topics will include thewave/particle nature of light, how light interacts withmaterials, color, and applications such as lasers, fiberoptic communication systems, electro-optics, andintegrated optics. Prerequisites: Physics 24 or 25 andMath 22.

423 Sintering And Microstructure Development (LEC3.0) Theory and practice of densification,microstructure evolution, effect of processing andmaterial factors, grain boundary migration, graingrowth. Prerequisite: Graduate standing.

440 Biomaterials II (LEC 3.0) This course will introducegraduate students to a broad array of topics inbiomaterials, including ceramic, metallic, andpolymeric biomaterials for in vivo use, basic conceptsrelated to cells and tissues, host reactions tobiomaterials, biomaterials-tissue compatibility, anddegradation of biomaterials. A term paper and oralpresentation are required. Prerequisite: GraduateStanding. (Co-listed with Bio Sci 440, Met Eng 440,Chem Eng 440)

450 Advanced Topics On The Vitreous State (LEC3.0) Modern aspects of the structure and dynamicsof inorganic vitreous materials will be reviewed andapplied towards understanding the macroscopicproperties of glasses. Prerequisite: Graduatestanding.

458 Electroceramic Composite (LEC 3.0) The objectiveof this course is to give the student an understandingof the structure—property relationships exhibited byelectroceramic composites. The composites ofinterest cover a wide range of electrical phenomenaincluding composite dielectrics, piezoelectrics,conductors, magnets, and optics. Prerequisite: CrEng 284.

460 Crystal Anisotropy (LEC 3.0) The objective of thiscourse is to give the student an understanding ofcrystal structure-physical property relationships. Therelationship between symmetry and tensorrepresentation will be examined, and then related tothe mechanical, electrical and optical propertiesexhibited by the materials. Prerequisite: Cr Eng 102.


491 Internship (IND 0.0-15.0) Students working towarda doctor of engineering degree will select with theadvice of their committees, appropriate problems forpreparation of a dissertation. The problem selected

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and internship plan must conform to the purpose ofproviding a high level engineering experienceconsistent with the intent of the doctor ofengineering degree.


495 Continuous Registration (IND 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation and are awayfrom the campus must continue to enroll for at leastone hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Chemistry Courses300 Special Problems (IND 0.0-6.0) Problems or

readings on specific subjects or projects in thedepartment. Prerequisite: Preceded or accompaniedby Chem 4 or an equivalent training programapproved by S&T. Consent of instructor required.


310 Undergraduate Seminar (RSD 1.0) Written andoral presentations of current topics in chemistry. Thiscourse may serve as part of the capstonerequirement for chemistry majors.

321 Intermediate Organic Chemistry I (LEC 3.0) Anadvanced course designed to give the student amastery of the fundamentals of organic chemicalreactions and theory. Prerequisite: Chem 223.

323 Intermediate Organic Chemistry II (LEC 3.0) Asystematic study of organic reactions, theirmechanisms and synthetic applications. Prerequisite:Chem 223.

325 Industrial Chemical Processes (LEC 3.0) Detailedstudy of various industrial chemical manufacturingprocesses including underlying chemistry, reactionpathways and separation processes. Prerequisite: ChEng 235 or Chem 221, or graduate standing. (Co-listed with Ch Eng 389)

328 Organic Synthesis And Spectroscopic Analysis(LEC 1.0 and LAB 2.0) Advanced methods for themultistep synthesis and characterization of organiccompounds. Modern instrumental methods ofidentification of organic compounds. Prerequisites:Chem 4, Chem 223, Chem 228.

331 Selected Topics In Inorganic Chemistry (LEC3.0) A study of inorganic chemistry with emphasison physical methods. General subjects covered

include: molecular structure, bonding, complexes,spectroscopy, and reaction rates.

343 Introduction To Quantum Chemistry (LEC 3.0) Astudy of molecular structures and spectroscopy,statistical thermodynamics, kinetic theory, chemicalkinetics, crystals, and liquids. Prerequisites: Math 22,Physics 24 or Physics 25.

344 Advanced Physical Chemistry (LEC 3.0) Advancedundergraduate treatments of special topics ofphysical chemistry, which may include statisticalmechanics, kinetics, group theory, or spectroscopy.Prerequisite: Chem 343.

346 Chemical Thermodynamics (LEC 3.0) A study ofthe laws of thermodynamics with application tochemical systems. Emphasis is placed on partialmolal functions. Prerequisite: Chem 243.

355 Instrumental Methods Of Chemical Analysis(LEC 3.0 and LAB 1.0) Principles and analyticalapplications of molecular spectroscopy,chromatographic separations, mass spectrometry,and radiochemistry. A brief overview of instrumentelectronics, signal generation and processing, andautomated analysis is also provided. Prerequisites:Chem 4, Chem 151, Chem 223, Chem 243.

361 General Biochemistry (LEC 3.0) A resume of theimportant aspects of quantitative and physicalchemistry in biochemical processes. General subjectscovered include: proteins, nucleic acids, enzymes,carbohydrates and lipids. Prerequisite: Chem 223.

362 General Biochemistry Laboratory (LAB 2.0)Experiments are integrated with the lectures andcover the chemical and physical properties ofproteins, enzymes, nucleic acids, carbohydrates andlipids. Prerequisites: Preceded or accompanied byChem 361 and Chem 4 or an equivalent trainingprogram approved by S&T.

363 Metabolism (LEC 3.0) A continuation of Chem 361.Catabolism and anabolism of carbohydrates, lipids,proteins, and nucleic acids. Photosynthesis, oxidativephosphorylation and membranes. Prerequisite:Chem 361.

367 Industrial Biochemistry (LEC 3.0) A study of theproblems involved in the utilization of biologicalsystems for the production of bulk chemicals, thepreparation of biologicals and the treatment of wastefrom plants producing biologicals and foodstuffs.Prerequisite: Junior standing.

375 Principles Of Environmental Monitoring (LEC3.0) This course provides an overview ofenvironmental monitoring methodologies. Discussioncovers thermodynamic and kinetic processes thataffect chemical transport and fate in the environment.Federal environmental regulations and remediationtechnologies are also covered with specific examples.Prerequisites: Chem 221, Physics 25.

381 Chemistry And Inherent Properties OfPolymers (LEC 3.0) A basic study of the organicchemistry of natural and synthetic high polymers,their inherent properties and their uses in plastic,fiber, rubber, resin, food, paper and soap industries.Prerequisite: Chem 223.

134 - Chemistry Courses

384 Polymer Science Laboratory (LEC 1.0 and LAB2.0) Lectures and laboratory experiments dealingwith polymerization reactions, solution propertiesand bulk or solid properties will be presented. Eachstudent will prepare polymers and carry out allcharacterization experiments on actual samples.Prerequisite: Chem 381 or Ch Eng 375, preceded oraccompanied by Chem 4 or an equivalent trainingprogram approved by S&T.

385 Fundamentals Of Protective Coating I (LEC 3.0)Study of the basic principles of protective coatingswith particular reference to the paint and varnishindustry. Classifications, manufacture, properties anduses of protective coatings. Prerequisite: Chem 223.

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Does not lead to the preparation of athesis. Not more than six (6) credit hours allowed forgraduation credit. Subject and credit to be arrangedwith the instructor. Preparation of a written, detailedreport is required of the student. Prerequisite: Mustmeet departmental requirements for instruction inlaboratory safety. Consent of instructor required.

400 Special Problems (IND 0.0-6.0) Problems orreading on specific subjects or projects in thedepartment. Consent of instructor required.


410 Seminar (RSD 1.0) Discussion of current topics.411 Introduction to Chemistry Research (LEC 1.0)

An introduction to chemical research topics ofinterest to the department presented by differentfaculty members. Special emphasis will also beplaced on a discussion of ethics, plagiarism, codes ofconduct, research notebooks, publishing, andpresentations. Prerequisite: Graduate StudentStatus.

423 Advanced Synthetic Organic Chemistry (LEC3.0) A discussion of a large number of syntheticallyuseful reactions involving enolates and enamines;nucleophilic additions to carbonyl compounds;functional group interconversions, thermal pericyclicreactions; organometallic compounds; carbocations,carbenes and free radicals as reactive intermediates;aromatic substitutions; and multistep synthesis.Prerequisite: Chem 321 or Chem 323.

425 Physical Organic Chemistry (LEC 3.0) Anadvanced course in theoretical organic chemistrytreating molecular orbital theory, free energyrelationships, transition state theory, and otherfundamental topics. Prerequisite: Chem 321.

428 Spectrometric Identification of OrganicCompounds (LEC 3.0) Overview of MS and IRtechniques in the characterization of organiccompounds; CD/ORD; 1H, 13C, and heteronuclearNMR spectroscopy in the structural analysis;applications of APT, DEPT, 1H-1H COSY, HETCOR,HMQC, HMBC, INADEQUATE, TOCSY, NOE ANDNOESY, and dynamic NMR. Prerequisite: Chem 223.

432 Bioinorganic Chemistry (LEC 3.0)Metallobiomolecules, including metalloenzymes andother metalloproteins; oxygen carriers; iron transportand other iron proteins; copper proteins; canceragents and cures; nitrogen-fixation, etc. Prerequisite:Chem 331.

433 Nanomaterials Synthesis, Properties andApplications (LEC 3.0) Chemistry of nanomaterials.Understanding the fundamentals of nanoscience andtechnology. Studying the different synthesis strategiesfor nanomaterials and their characterization.Understanding the properties of nanomaterials andtheir possible applications. Introducing the concept fordevice fabrication. Prerequisite: Chem 331.

435 Principles Of Inorganic Chemistry (LEC 3.0) Asystematic study of modern and theoretical inorganicchemistry, based on the periodic classification.Prerequisites: Chem 237, Chem 331 and Chem 343.

436 X-ray Crystallography (LEC 2.0 and LAB 2.0)Molecular and crystal structure determination bysingle crystal x-ray diffraction methods. Briefcoverage of relation to neutron and electrondiffraction.

437 Principles Of Inorganic Chemistry (LEC 3.0) Acontinuation of Chem 435 with special emphasis onthe transitional elements. Prerequisites: Chem 237,Chem 331 and Chem 435.

438 Inorganic Materials Chemistry (LEC 3.0) Chemicalprocessing of solid materials. Introduction to pointgroups, space groups, and x-ray diffraction. Bondingin solids - from molecular orbital theory to bandtheory. Nonstoichiometric materials and Kroger-Vinknotation. Optical and electrical properties ofsemiconductors. Epitaxial growth. Quantum effects innanophase materials. Prerequisite: Chem 331 orpermission of instructor.

441 Physical Chemistry Of Surfaces (LEC 3.0)Adsorption at liquid interfaces and properties ofsurface films. Physical and chemical adsorption onsolid surfaces. Catalysis.

444 Spectroscopy (LEC 3.0) Introduction to theinteraction of electromagnetic radiation with matter.Emphasis on the ultraviolet, visible, and radio portionsof the spectrum. Prerequisite: Chem 343 orequivalent.

445 Quantum Chemistry I (LEC 3.0) A rigorousintroduction to the fundamental concepts andprinciples of quantum chemistry. Application totranslational, vibrational, and rotational motion; one-electron systems. Prerequisite: Chem 343 orequivalent.

446 Quantum Chemistry II (LEC 3.0) Atomic andmolecular quantum mechanics. Emphasis onselfconsistent field, variational, and perturbationtheories. Introduction to approximate methods.Prerequisite: Chem 343 or equivalent.

449 Chemical Kinetics (LEC 3.0) An introduction to thededuction of mechanisms of homogeneous chemicalreactions from rate-data. Selected topics, such asphotochemistry, free-radical mechanisms, catalysis,and explosion reactions. Prerequisite: Chem 243.

Chemistry Courses - 135

453 Separations (LEC 3.0) An in-depth study of alltypes of analytical and preparativescale separations.A special emphasis will be placed on chromatographyand chromatographic theory. Prerequisite: Chem 355or equivalent.

455 Chemical Spectroscopy (LEC 3.0) A study of theelectronic, vibrational, rotational and nuclearmagnetic resonance spectra of atoms and molecules.A basic understanding of the underlying theoreticalprinciples and the interpretations of results isstressed. Prerequisite: Chem 355, Chem 343 orequivalent courses.

457 Electrochemistry (LEC 3.0) Introduction to thefundamentals, methods and applications ofelectrochemistry. Fundamentals cover thethermodynamics/kinetics of electrode reactions, andthe modes of mass transport in the electrolyte.Methods cover potentiometric, amperometric, anda.c. techniques. Applications focus on analysis andstudy of materials. Prerequisite: Chem 243.

458 Principles And Applications Of MassSpectrometry (LEC 3.0) The course coversfundamental physical principles of massspectrometry, instrumentation, interpretation ofspectra, and applications in environmental, polymer,biomedical, and forensic fields. Prerequisite: Chem355 or equivalent.

459 Mass Spectrometry of Macromolecules (LEC 3.0)This course will provide an overview of massspectrometric applications in biomacromolecules andsynthetic polymers; particular areas of emphasis areproteomics, genomics, pharmaceutical screening,characterization of biochemical complexes andsynthetic polymers. Prerequisite: Chem 355 orequivalent.

464 Free Radicals In Biochemistry (LEC 3.0) Thestudy of the basic principles of free radical chemistryand biochemistry. Prerequisites: Chem 221, Chem223 and Bio Sci 211.

467 Intermediary Metabolism And Biosynthesis(LEC 3.0) The course covers the biosynthesis andmetabolism of nucleic acids, carbohydrates, lipidsand proteins. Prerequisite: Chem 363.

471 Advanced Nuclear Chemistry (LEC 3.0) A study ofthe production and decay of nuclei, radioactivedating techniques, and the abundance and origin ofthe chemical elements. Prerequisites: Chem 371,Physics 107 or 207.

483 Polymer Synthesis (LEC 3.0) The methods oforganic monomer and polymer syntheses will beexplored. Mechanistic and structural components,modern and current industrial methods for polymersyntheses will be discussed. Topics include linear,branched, graft, and dendritic polymers, nano-technology and macromers. Prerequisites: Chem381; Chem 321 or Chem 323.

484 Polymer Physical Chemistry And Analysis (LEC3.0) A study of the physical properties ofmacromolecular systems including polymersolutions, gels, bulk polymers and rubbers. Thechemical characterization of polymers based on their

thermal, spectroscopic, microstructure and molecularweight is also discussed. Prerequisites: Chem 223and Chem 243.

486 Inorganic Polymers (LEC 3.0) A basic study ofinorganic natural and synthetic polymers, theirformation and reactivity, their inherent properties,methods of characterization and applications.Prerequisite: Chem 237 or equivalent.

490 Research (IND 0.0-15.0) Investigations of anadvanced nature leading to the preparation of athesis or dissertation. Prerequisite: Must meetdepartmental requirements for instruction inlaboratory safety. Consent of instructor required.


495 Continuous Registration (IND 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation, and are awayfrom the campus must continue to enroll for at leastone hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Chemical Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



320 Chemical Process Flowsheeting (LEC 2.0 and LAB1.0) The development, implementation, and evaluationof methods for determining the mathematical model ofa chemical process, ordering the equations in themathematical model, and solving the model.Prerequisite: Math 204 or graduate standing.

333 Intermediate Separation Processes (LEC 3.0)Fundamentals of separation operations such asextraction and distillation; rates of diffusion inequilibrium stages and continuous contactors;efficiencies; multistage contactors; performance ofequipment; phase equilibrium data; multicomponentseparation. Prerequisite: Ch Eng 235 or graduatestanding.

335 Intermediate Transport Phenomena (LEC 3.0) Thesimilarities of flow of momentum, heat and masstransfer and the applications of these underlyingprinciples are stressed. Course is primarily for seniorsand beginning graduate students. Prerequisite: ChemEng 237 or Chem Eng 263 or graduate standing.

136 - Chemical Engineering Courses

339 Introduction to Molecular Modeling andSimulation (LEC 3.0) An introduction to theconcepts of molecular-based modeling andsimulations, their connections to other engineeringapproaches and their role in multiscale modeling.Major methodologies such as molecular dynamicsand lattice and off-lattice Monte Carlo, and specialcase studies are discussed. Prerequisite: Chem Eng247.

340 Biomaterials I (LEC 3.0) This course will introducesenior undergraduate students to a broad array oftopics in biomaterials, including ceramic, metallic,and polymeric biomaterials for in vivo use, basicconcepts related to cells and tissues, host reactionsto biomaterials, biomaterials-tissue compatibility,and degradation of biomaterials. Prerequisite: Seniorundergraduate standing. (Co-listed with Cer Eng340, Bio Sci 340, Met Eng 340)

341 Physical Property Estimation (LEC 3.0) Study oftechniques for estimating and correlatingthermodynamic and transport properties of gasesand liquids. Prerequisite: Ch Eng 235 or graduatestanding.

346 Introduction to Nanomaterials (LEC 3.0)Introduction to the fundamentals of nanomaterialsand recent developments on nanomaterials. Topicsinclude physical and chemical properties,synthesis,processing, and applications of nanomaterials.Example nanomaterials include nanoparticles,nanotubes, and nanowires. Prerequisite: Chem Eng145, or Met Eng 125 or Chem 3.

347 Principles Of Engineering Materials (LEC 3.0)Examination of engineering materials with emphasison selection and application of materials in industry.Particular attention is given to properties andapplications of materials in extreme temperature andchemical environments. A discipline specific designproject is required. (Not a technical elective forundergraduate metallurgy or ceramic majors) (Co-listed with Ae Eng 377, Physics 377, Mt Eng 377, CrEng 377)

349 Structure And Properties Of Polymers (LEC 3.0)A study of the parameters affecting structure andproperties of polymers. Syntheses, mechanisms, andkinetic factors are emphasized from the standpointof structural properties. Prerequisite: Ch Eng 235 orgraduate standing.

350 Risk Assessment and Reduction (LEC 3.0) Safe,secure manufacturing facilities protect the health ofemployees and the public, preserve the environment,and increase profitability. Methods for systematicallyidentifying hazards and estimating risk improve thesafety performance and security of manufacturingfacilities. Prerequisite: Senior or Graduate Standing.(Co-listed with Eng Mgt 350)

351 Principles Of Environmental Monitoring (LEC3.0) This course introduces the fundamentals ofparticle technology, including particlecharacterization, transport, sampling, andprocessing. In addition, students will learn about thebasic design of some industrial particulate systems

and environmental and safety issues related toparticulate handling. Prerequisites: Chem Eng 231and Physics 24, or graduate standing.

355 Intermediate Process Dynamics And Control(LEC 3.0) A study of the dynamic properties ofengineering operations and the interrelationshipswhich result when these operations are combinedinto processes. Formulation of equations to describeopen-loop and closed-loop systems. Prerequisite:Chem Eng 235 or graduate standing.

358 Intermediate Chemical Process Safety (LEC 3.0)The identification and quantification of risks involvedin the processing of hazardous and/or toxic materialsare studied. Methods to design safety systems oralter the chemical process to reduce or eliminate therisks are covered. Prerequisite: Graduate Standing.

359 Plantwide Process Control (LEC 3.0) Synthesis ofntrol schemes for continuous and batch chemicalplants from concept to implementation. Multiloopcontrol, RGA, SVD, constraint control, multivariablemodel predictive control, control sequencedescriptions. Design project involving a moderatelycomplicated multivariable control problem.Prerequisites: Chem Eng 251, Elec Eng 231, Elec Eng235 or graduate standing. (Co-listed with El Eng 332)

365 Biochemical Reactors (LEC 3.0) Application ofchemical engineering principles to biochemicalreactors, and human physiology. Emphasis on cellsas chemical reactors, enzyme catalysis and biologicaltransport phenomena. Prerequisite: Preceded oraccompanied by Chem Eng 281 or graduatestanding.

371 Environmental Chemodynamics (LEC 3.0)Interphase transport of chemicals and energy in theenvironment. Application of the process orientedaspects of chemical engineering and science tosituations found in the environment. Prerequisite:Chem Eng 237 or Chem Eng 263 or graduate standing.

372 Alternative Fuels (LEC 3.0) Global energy outlookand available resources are discussed. Alternativeenergy options and their technologies are covered.Associated environmental concerns and technologyare assessed. Special emphases are placed onrenewable energies, transportation fuels, energyefficiencies, and clean technologies. Prerequisite:Chem Eng 235 or senior or graduate standing.

373 Pollution Prevention Via Process Engineering(LEC 3.0) To arrive at environmentally benignprocess design, each processing system will beconsidered as an inter-connection of elementaryunits. Systematic methods capitalizing on synergisticprocess integrations will be employed. Linear,nonlinear and integer optimization, mass/heatexchange networks, and reactor and reactionnetworks will be used. Prerequisite: Ch Eng 235 orgraduate standing.

379 Industrial Pollution Control (LEC 3.0) The studyof water, air, and thermal pollution control methodsand the application of these methods to the solutionof pollution problems in the chemical industry.Prerequisite: Ch Eng 235 or graduate standing.

Chemical Engineering Courses - 137

381 Corrosion And Its Prevention (LEC 3.0) A study ofthe theories of corrosion and its application tocorrosion and its prevention. Prerequisite: Chem 243or Cer Eng 259. (Co-listed with Met Eng 381)

382 Hazardous Materials Management (LEC 2.0 andLAB 1.0) Major themes: hazard indentification andcharacterization; safety, health and environmentalmanagement; and the protection of safety, healthand environment. Students will have anunderstanding of work place and environmentalhazards in order to be able to facilitate theirmanagement and control. The course will include anintensive 30 hour hands-on workshop. Prerequisite:ChBE 235 or graduate standing.

383 Intermediate Chemical Reactor Design (LEC 3.0)A study of homogeneous and heterogeneouscatalyzed and noncatalyzed reaction kinetics for flowand batch chemical reactors. Application to reactordesign is stressed. Prerequisite: Ch Eng 281 orgraduate standing.

384 Interdisciplinary Problems In ManufacturingAutomation (LEC 2.0 and LAB 1.0) The course willcover material necessary to design a product and thefixtures required to manufacture the product.Participants will gain experience with CAD/CAMsoftware while carrying out an actual manufacturingdesign project. (Co-listed with Mc Eng 344, Eng Mg344)

385 Patent Law (LEC 3.0) A presentation of therelationship between patent law and technology forstudents involved with developing and protectingnew technology or pursuing a career in patent law.Course includes an intense study of patentability andpreparation and prosecution of patent applications.Prerequisite: Senior or graduate standing. (Co-listedwith Eng Mgt 369)

387 Interfacial Phenomena In ChemicalEngineering (LEC 3.0) The course deals with theeffects of surfaces on transport phenomena and onthe role of surface active agents. Topics includefundamentals of thermodynamics, momentum, heatand mass transfer at interfaces and of surfactants.Some applications are included. Prerequisite: ChemEng 237 or Chem Eng 263 or graduate standing.

388 Intermediate Process Design (LEC 3.0) Study ofnewer unit operations, fluidization, chromatographicabsorption, new developments in operationspreviously studied. Comparison of operations whichmight be selected for the same end result in anindustrial process. Prerequisite: Ch Eng 235 orgraduate standing.

389 Industrial Chemical Processes (LEC 3.0) Detailedstudy of various industrial chemical manufacturingprocesses including underlying chemistry, reactionpathways and separation processes. Prerequisite: ChEng 235 or Chem 221, or graduate standing. (Co-listed with Chem 325)

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Not for graduate credit. Not more thansix hours allowed for graduation credit. Subject andcredit to be arranged with the instructor.



410 Seminar (RSD 0.0-6.0) Discussion of current topics.420 Applied Mathematics In Chemical Engineering

(LEC 2.0 and LAB 1.0) An introduction to numericalmethods for ordinary and partial differentialequations arising in chemical engineering,bioengineering, and environmental engineeringapplications. Topics include finite difference and finiteelement methods; other numerical and analyticalmethods if time permits.

421 Applied Optimization In Chemical Engineering(LEC 3.0) An introduction to modern optimizationtechniques having applications in engineeringeconomics, data analysis, process design anddynamics; methods such as Fibonacci, Partan, steepascent, geometric, mathematical and dynamicprogramming.

425 Philosophy of Scientific Research (LEC 3.0)Organization and planning of research. Introductionto the philosophy and management of scientificresearch, particularly issues related to ethics,plagiarism, ownership of intellectual properties,research techniques, technical presentations andtime management. The course will address theseissues by integrating with case studies. (Co-listedwith IDE 425, Civ Eng 485, Env Eng 485, Elec Eng481, Comp Eng 481)

431 Advanced Fluid Flow (LEC 3.0) Fundamentals ofNewtonian flow, non-Newtonian flow, flow throughpacked beds, two phase flow, flow aroundsubmerged objects and other related topics.Fundamentals of statistical theory of turbulence,turbulence modeling for transport processes.Theories of turbulent diffusion associated withmixing.

433 Advanced Transport Phenomena (LEC 3.0)Course is concerned with all aspects of transportphenomena. Complete expressions for heat, massand momentum transfer in all three coordinatesystems are applied under both laminar andturbulent conditions.

440 Biomaterials II (LEC 3.0) This course will introducegraduate students to a broad array of topics inbiomaterials, including ceramic, metallic, andpolymeric biomaterials for in vivo use, basic conceptsrelated to cells and tissues, host reactions tobiomaterials, biomaterials-tissue compatibility, anddegradation of biomaterials. A term paper and oralpresentation are required. Prerequisite: GraduateStanding. (Co-listed with Cer Eng 440, Bio Sci 440,Met Eng 440)

138 - Chemical Engineering Courses

443 Nanomaterials (LEC 3.0) Introduction of thefundamentals of nanomaterials and recentdevelopments on nanomaterials. Topics includephysical and chemical properties, synthesis,processing, and applications of nanomaterials.Example nanomaterials include nanoparticles,nanotubes, and nanowires. Students will need tocomplete a project related to nanomaterials.Prerequisite: Graduate Standing. (Co-listed withMS&E 443)

445 Advanced Chemical EngineeringThermodynamics (LEC 3.0) Extension ofthermodynamic principles as applied to nonidealsystems. Use of existing thermodynamic data andcorrelations with emphasis on applications ofchemical engineering problems in energy, mass andmomentum transfer.

446 Molecular Modeling and Simulation (LEC 3.0)Study of molecular-based modeling and simulationmethodologies and their connections with each otherand to multiscale modeling and other engineeringapproaches. Molecular Dynamics, Monte Carlo,Brownian Dynamics, statistical mechanics, andapplication cases in engineering and science areincluded. Prerequisite: Chem Eng 445.

449 Plasma Polymerization (LEC 3.0) Fundamentalaspects of polymer formation in plasma (weaklyionized gas), and properties of polymers formed bysuch a process are studied. Prerequisite: Ch Eng375.

470 Physicochemical Operations In EnvironmentalEngineering Systems (LEC 3.0) Course coversphysicochemical operations and design in water,wastewater and aqueous hazardous waste treatmentsystems including coagulation, precipitation,sedimentation, filtration, gas transfer, chemicaloxidation and disinfection, adsorption, ion exchange.Prerequisite: Civ Eng 230 or equivalent. (Co-listedwith Env Eng 462 and Civ Eng 462)

481 Advanced Chemical Reactor Design (LEC 3.0) Astudy of homogeneous and heterogeneous reactionkinetics and catalysis with special emphasis oneffects of mixing in design and scale-up of chemicalreactors.

488 Advanced Chemical Process Design (LEC 2.0 andLAB 1.0) The use of advanced methods of economic,engineering, optimizing, and control techniques inplanning, designing, and operating chemical processindustries. Topics may be adjusted to include thoseof special interest or need in the above fields.


491 Internship (IND 0.0-15.0) Students working towarda doctor of engineering degree will select, with theadvice of their committees, appropriate problems forpreparation of a dissertation. The problem selectedand internship plan must conform to the purpose ofproviding a high level engineering experienceconsistent with the intent of the doctor ofengineering degree.



Civil Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Geomatics (LEC 3.0) Horizontal and verticalgeodetic datums and networks. Theory, calculationsand applications of State Plane Coordinate Systems.Introduction to Geographic and Land InformationSystems: hardware and software issues; data qualityand accuracy; resource, environmental, cadastraland governmental applications; databases; GIS/LIStrends. Introduction to Global Positioning Systems(GPS): Project planning, data collection, dataprocessing and network adjustment applications,Kinematic and RealTime GPS applications, hardwareand software options and costs. Prerequisite: Cv Eng1 with grade of "C" or better.

304 Legal Aspects Of Boundary Surveying (LEC 3.0)The U.S. Public Land Survey System (USPLSS):original GLO survey instructions and procedures.Resurveys on the USPLSS law, standards, procedureswith emphasis on Missouri. Rights in real property;statute, case and administrative law applied toboundaries. Simultaneous and sequenceconveyances. Unwritten rights in real property.Riparian boundaries. Writing and interpretingboundary descriptions. Land surveyor duties andresponsibilities. Prerequisite: Cv Eng 1 with grade of"C" or better.

306 Surveying Systems (LEC 3.0) Celestialobservations for azimuths. Introduction to StatePlane Coordinate systems. Theory and calculations.Route surveying and geometrics, horizontal, spiraland vertical curves. Surveying aspects of residentialand commercial subdivision design: lot layout, rightsof way, easements, setbacks, platting, planning andzoning constraints, application of surveying software.

Civil Engineering Courses - 139

Instrumentation: total stations, electronic levels,instrument calibrations. Prerequisite: Cv Eng 1 withgrade of "C" or better.

310 Seminar (LEC 1.0) Discussion of current topics.Prerequisite: Senior standing.

311 Geometric Design Of Highways (LEC 2.0 and LAB1.0) Development and applications of concepts ofgeometric design for rural and urban highways.Design controls and criteria; elements of design,including sight distance, horizontal and verticalalignment; cross-section elements; highway types;intersection design elements; types of interchangesand interchange design elements; grade separationsand clearance; development of visual elements.Prerequisite: Cv Eng 211 with grade of "C" or better.

312 Bituminous Materials (LEC 2.0 and LAB 1.0)Properties, types, and grades of bituminousmaterials are presented. Emphasis is placed onusage, distress, surface treatment design, andasphalt concrete mix properties, behavior, designmanufacture, and construction. Prerequisite:Preceded or accompanied by Cv Eng 216.

313 Composition And Properties Of Concrete (LEC3.0) Properties of plastic and hardened concrete andthe influence of cements, aggregates, water andadmixtures upon these properties. Themicrostructure of cement gel and other factors arerelated to the behavior of hardened concrete undervarious types of loading and environments, dryingshrinkage, creep and relaxation, fatigue, fracture,and durability. Introduction to statistical qualitycontrol of concrete production. Prerequisite: Civ Eng216 with a grade of "C" or better.

314 Geosynthetics In Engineering (LEC 3.0)Geotechnical principles are applied to design ofgeosynthetic systems for foundation support, earthretention, drainage, and disposal of hazardousconventional wastes. Geosynthetic testing andidentification. Emphasis is on design of geosyntheticearth reinforcement, roadway stabilization, filters,and waste containment systems. Prerequisites: CvEng 215 with grade of "C" or better.

315 Intermediate Soil Mechanics (LEC 3.0) Generalprinciples of soil mechanics and their applications,including mineralogy, soil structure, flow throughporous media, shear strength, slope stability andconsolidation. Prerequisites: Cv Eng 215 with gradeof "C" or better.

316 Geotechnical Earthquake Engineering (LEC 3.0)Geotechnical earthquake hazards and mitigations,damage to structures, plate tectonics, seismicity, wavepropagation, characterization of ground motions,theory of vibrations (1-DOF), effect of local soilconditions on ground response, development of designground motions, liquefaction, dynamic lateral earthpressures and slope stability/deformation.Prerequisites: Cv Eng 215 with a grade of "C" or better.

317 Asphalt Pavement Design (LEC 3.0) Structuraldesign of flexible pavements including loadingcharacteristics, properties of pavement components,stress distribution, and the effects of climatic

variables on design criteria. Prerequisite: Civ Eng216 with a grade of "C" or better.

318 Smart Materials And Sensors (LEC 2.0 and LAB1.0) Smart structures with fiber reinforced polymer(FRP) composites and advanced sensors.Multidisciplinary topics include characterization,performance, and fabrication of compositestructures; fiber optic, resistance, and piezoelectricsystems for strain sensing; and applications of smartcomposite structures. Laboratory and team activitiesinvolve manufacturing, measurement systems,instrumented structures, and performance tests ona large-scale smart composite bridge. Prerequisites:Senior Standing and Math 204. (Co-listed with AeroEng 329, Mech Eng 329 and Elec Eng 329)

319 Applied Mechanics In Structural Engineering(LEC 3.0) A study of the basic relationships involvedin the mechanics of structures. Topics include basicelasticity, failure criteria, fundamental theories ofbending and buckling of plates and cylindrical shellsfor practical application in analysis and design ofbridge, building floors, and shell roofs. Prerequisite:Cv Eng 217 with grade of "C" or better. (Co-listedwith Arch Eng 319)

320 Structural Analysis II (LEC 3.0) Classicaldisplacement and force methods applied tostructures of advanced design. Analysis ofindeterminate structures such as continuous beams,arches, cables, and two and three dimensionalframes, and trusses. Analysis of indeterminatestructures involving temperature and supportsettlements effects. Prerequisites: Civ Eng 217 orArch Eng 217. (Co-listed with Arch Eng 320)

322 Analysis And Design Of Wood Structures (LEC3.0) A critical review of theory and practice in designof modern wood structures. Effect of plant origin andphysical structure of wood on its mechanical strength;fasteners and their significance in design;development of design criteria and their application toplane and three dimensional structures. Prerequisite:Cv Eng 217 with grade of "C" or better. (Co-listed withArch Eng 322)

323 Computer Methods of Structural Analysis (LEC3.0) Force and displacement matrix methods andcomputer methods applied to structural analysis.Analysis of indeterminate structures such ascontinuous beams, and two and three dimensionalframes and trusses. Analysis of indeterminatestructures involving temperature and supportsettlements effects using computer methodsformulation. Prerequisite: Cv Eng 217 with grade of"C" or better. (Co-listed with Arch Eng 323)

326 Advanced Steel Structures Design (LEC 3.0) Thedesign of structural steel systems into a finalintegrated structure. Plate girders, compositesystems, stability, connections, rigid frames, singleand multistory buildings, and similar type problems ofinterest to the student. Use of the computer as a toolto aid in the design will be emphasized. Prerequisites:Cv Eng 221 with a grade of "C" or better. (Co-listedwith Arch Eng 326)

140 - Civil Engineering Courses

327 Advanced Concrete Structures Design (LEC 3.0)The design of structural concrete systems into a finalintegrated structure. Two-way slabs, long columns,connections, and discontinuity regions, deflectionsand cracking of beams and slabs, ACI design criteria,and similar type problems of interest to the student.Use of the computer as a tool to aid in the design willbe emphasized. Prerequisite: Cv Eng 223 with agrade of "C" or better. (Co-listed with Arch Eng 327)

328 Prestressed Concrete Design (LEC 3.0) Behaviorof steel and concrete under sustained load. Analysisand design of pre-tensioned and post-tensionedreinforced concrete members and the combining ofsuch members into an integral structure.Prerequisite: Cv Eng 223 with a grade of "C" orbetter. (Co-listed with Arch Eng 328)

329 Foundation Engineering II (LEC 3.0) Classicalearth pressure theories. Analysis of shallow and deepfoundations to include bearing capacity andsettlement of footings, rafts, piles, and drilled piers.Analysis of stability and design of retaining walls andanchored bulkheads. Prerequisites: Cv Eng 229 witha grade of "C" or better. (Co-listed with Arch Eng329)

330 Unsteady Flow Hydraulics (LEC 3.0) The study ofunsteady flow and its effect on closed water systemsand in open channels. Prerequisites: Cv Eng 230 witha grade of "C" or better.

331 Hydraulics Of Open Channels (LEC 3.0) Thephenomena accompanying the flow of water in openchannels, such as uniform and varied flow, criticalconditions, backwater curves, hydraulic jump,hydraulic drop and applications are studied in detail.Prerequisites: Cv Eng 230 with a grade of "C" orbetter.

332 Transport Processes in Environmental Flows(LEC 3.0) Dynamics, mixing and contaminanttransport in surface water bodies, including riversand lakes. Buoyancy modifications to the mixing anddynamics of pollutant discharges and surface waterbodies. Transport of sediments. Exchange processesat the air/water and sediment/water interfaces.Prerequisite: At least a "C" in Civ Eng 230.

333 Intermediate Hydraulic Engineering (LEC 3.0)Application of fluid mechanics principles to thedesign. Kinematics of fluid motion, conservation ofmass, linear and angular momentum, and energy.Requirements for similarity of fluid flow. Introductionto dynamics of fluid flows and viscous incompressibleflows. Prerequisites: Cv Eng 230 with a grade of "C"or better.

335 Water Infrastructure Engineering (LEC 2.0 andLAB 1.0) Fundamental principles underlyingcomprehensive water infrastructure development;sanitary sewers, sanitary treatment facilities,stormwater sewers, stormwater detention, waterpower development, and hydraulic structures. Thestudent is responsible for the planning and design ofa water infrastructure development project.Prerequisite: Cv Eng 230 with a grade of "C" orbetter.

337 River Mechanics And Sediment Transport (LEC3.0) Formation of rivers and the laws governing riverregulation and improvements, including navigationand flood protection. Principles governing sedimenttransport. Prerequisites: Cv Eng 230 with a grade of"C" or better.

338 Hydrologic Engineering (LEC 3.0) A study of currentup-to-date hydrologic techniques involving design ofhydrologic input for bridges, culverts, reservoirs.Techniques involve extreme value statistics, modelhydrographs, routing, etc. Prerequisites: Cv Eng 234with a grade of "C" or better.

341 Professional Aspects Of Engineering Practice(LEC 3.0) A study of engineering registration laws,regulations, rules of professional responsibility andstandards of practice. Review of causative factors ofselected failures and their relationship to professionalresponsibility. Prerequisite: Senior standing.

342 Construction Planning and SchedulingStrategies (LEC 3.0) The goal of this course is toassist participants in gaining an understanding ofschedule control techniques and the application oftools such as Primavera Software. Content areas tobe addressed include: development of baselineschedules, progress monitoring and updating,recovery schedules, resource application andleveling. Prerequisite: Civ Eng or Arch Eng 248. (Co-listed with Arch Eng 342)

345 Construction Methods (LEC 3.0) Introduction toconstruction planning, selection of equipment andfamiliarization with standard methods for horizontaland vertical construction. Application of networkanalysis and schedules to project control.Prerequisite: Cv Eng 248 with a grade of "C" orbetter. (Co-listed with Arch Eng 345)

346 Management Of Construction Costs (LEC 3.0)Management of construction projects from inceptionto completion: estimates, role of networkpreplanning, project monitoring and control.Prerequisites: Cv Eng 248 with a grade of "C" orbetter. (Co-listed with Arch Eng 346)

348 Green Engineering: Analysis of ConstructedFacilities (LEC 3.0) Environmentally sound designand construction practices. Includes design issues,material selection and site issues that can reduce theimpact on the environment caused by theconstruction process. LEED certification covered indepth. Prerequisites: Civ Eng 248 or Arch Eng 248;and Junior Standing. (Co-listed with Arch Eng 348)

349 Engineering And Construction ContractSpecifications (LEC 3.0) Legal and business aspectsof contracts and contracting procedure in theconstruction industry. Topics include formulation ofcontracts in common law, engineering servicescontracts, and construction project contractdocuments and contract administration issues.Prerequisite: Civ Eng 248 with a grade of "C" orbetter. (Co-listed with Arch Eng 349)

351 Transportation Applications of Geophysics (LEC2.0 and LAB 1.0) Overview of geophysical and non-destructive test methods that are commonly used to


investigate transportation structures and theirfoundations. Emphasis is placed on bridge systemsubstructure, bridge system superstructure,pavement, roadway subsidence, subsurfacecharacterization and vibration measurements.Prerequisite: Junior level standing or higher. (Co-listed with Geo Eng 361 and Geophys 361)

353 Traffic Engineering (LEC 3.0) Driver, vehicle, androadway characteristics; traffic control devices;traffic studies; intersection capacity, intersectiondesign, traffic safety, and evaluation of trafficimprovements. Traffic laws and ordinances, trafficengineering, traffic circulation, parking design, andforecasting traffic impacts. Prerequisites: Cv Eng 211with a grade of "C" or better.

356 Concrete Pavement Design (LEC 3.0) Design ofrigid pavements including loading characteristics,properties of pavement components, stressdistribution, and the effects of climatic variables ondesign criteria. Prerequisite: Civ Eng 216 with agrade of "C" or better.

360 Environmental Law And Regulations (LEC 3.0)This course provides comprehensive coverage ofenvironmental laws and regulations dealing with air,water, wastewater, and other media. The primaryfocus is permitting, reporting, and complianceprotocols. The course topics include U.S. andinternational legal systems and judicial processes,liability, enforcement, Clean Air Act, Clean Water Act(NPDES) permitting), Safe Drinking Water Act,OSGA, TSCA, RCRA, AND CERCLA. Case studies willbe emphasized. (Co-listed with Env En 360)

361 Remediation Of Contaminated GroundwaterAnd Soil (LEC 2.0 and LAB 1.0) Course coverscurrent in-situ and ex-situ remediation technologies.Current literature and case studies are utilized toprovide the focus for class discussions and projects.Prerequisites: Cv Eng 265, Ge Eng 337 or GraduateStanding. (Co-listed with Env En 361)

362 Public Health Engineering (LEC 3.0) Acomprehensive course dealing with theenvironmental aspects of public health.Prerequisites: Cv Eng 261 with a grade of "C" orbetter. (Co-listed with Env En 362)

363 Solid Waste Management (LEC 3.0) A systematicstudy of the sources, amounts and characteristics ofsolid wastes and methods used for their collection,reclamation, and ultimate disposal. Prerequisites: CvEng 261 with grade of "C" or better; or graduatestanding. (Co-listed with Env En 363)

364 Environmental Systems Modeling (LEC 3.0)Introductory course in modeling environmentalsystems. Course will focus on contaminant fate andtransport in the environment. Models will bedeveloped that will include physical, chemical andbiological reactions and processes that impact thisfate. Prerequisites: Env En/Cv Eng 261, Env En/CvEng 262 and Env En/ Cv Eng 263; or Graduatestanding. (Co-listed with Env En 364)

365 Sustainability, Population, Energy, Water, andMaterials (LEC 3.0) This course will examine theconcepts regarding the continued advancement ofhumankind while maintaining our ecological niche onearth. Key topics include: population growth,poverty, and impacts of development; energyconsumption, sources, storage, conservation andpolicy; water quality and quantity; materials andbuilding; and policy implications. Prerequisite: Senioror graduate standing. (Co-listed with Env Eng 365and Arch Eng 365)

366 Indoor Air Pollution (LEC 3.0) By developing apractical understanding of indoor air pollutionsources, physics, chemistry and consequences,students will learn how radon, cigarette smoke, VOCsfrom furnishings, and so forth affect indoor airquality and apply engineering analyses to specifyventilation rates, choose furnishings and minimizeoccupant exposure to pollutants. Prerequisite: CivEng 261 or Mech Eng 371 or Graduate Status. (Co-listed with Env Eng 366 and Arch Eng 366)

367 Introduction To Air Pollution (LEC 3.0)Introduction to the field of air pollution dealing withsources, effects, federal legislation, transport anddispersion and principles of engineering control.Prerequisite: Cv Eng 230; or graduate standing. (Co-listed with Env En 367)

368 Air Pollution Control Methods (LEC 3.0) Study ofthe design principles and application of the state-ofthe-art control techniques to gaseous and particulateemissions from fossil fuel combustion, industrial andtransportation sources. Prerequisite: Cv Eng 230; orgraduate standing. (Co-listed with Env En 368)

369 Environmental Engineering Design (LEC 2.0 andLAB 1.0) Functional design of water and wastewaterfacilities and other environmental cleanup systems.Prerequisite: Civ Eng 265 or Env Eng 265. (Co-listedwith Env Eng 369)

373 Air Transportation (LEC 2.0 and LAB 1.0) Runwayconfiguration, airfield capacity, geometrics andterminal layout and design. Aircraft perfomance;navigation and air traffic control; airport planningand design; airline operations; aviation systemsplanning. Prerequisite: Cv Eng 211 with a grade of"C" or better.

374 Infrastructure Strengthening With Composites(LEC 3.0) The course presents composite materialsand includes principles of reinforcing andstrengthening for flexure, shear, and ductilityenhancement in buildings and bridges. It covers thedesign of existing members strengthened withexternally bonded laminates and near surfacemounted composites. Case studies are discussed.Prerequisites: Civ Eng / Arch Eng 217, Civ Eng / ArchEng 223. (Co-listed with Arch Eng 374)

375 Low-Rise Building Analysis And Design (LEC3.0) Characterization of various design loads, loadcombinations, general methodology of structuraldesigns against lateral loads, code-oriented designprocedures, distribution of lateral loads in structuralsystems, application of the International Building


Code in design of loadbearing wall systems, buildingframe system and moment-resisting frame systems.Prerequisite: Preceded and/or accompanied by Civ -Arch Eng 221 or Civ-Arch Eng 223. (Co-listed withArch Eng 375)

380 Water Resources And Wastewater Engineering(LEC 3.0) Application of engineering principles to theplanning and design of multipurpose projectsinvolving water resources development andwastewater collection/treatment/disposal/systems.Latest concepts in engineering analysis are appliedto evaluation of alternative solutions. Prerequisites:Cv Eng 233, 235, 265. (Co-listed with Env En 380)

382 Teaching Engineering (LEC 3.0) Introduction toteaching objectives and techniques. Topics include:using course objectives to design a course;communication using traditional and cutting-edgemedia; textbook selection; assessment of studentlearning; grading; student learning styles;cooperative/active learning; and student discipline.Prerequisite: Graduate standing. (Co-listed with EngMg 370, Env En 382, Cp Eng 382, El Eng 382)

384 Structural Dynamics (LEC 3.0) This course dealswith fundamental concepts and structural responsesunder dynamic loads. Hand calculations andcomputer methods are developed. Specific topicsinclude resonance, beating phenomenon, equation ofmotion, dynamic properties, frequencies and modeshapes, and modal and Ritz analyses. Prerequisites:IDE 150 or equivalent; CE/Arch 217 or equivalent.(Co-listed with Arch 384)




410 Seminar (RSD 0.0-6.0) Discussion of current topics.411 Transportation Systems Analysis (LEC 3.0)

Concepts and principles fundamental to the planning,design, operation, and management oftransportation systems using a systems perspectiveto transportation problems. Concepts fromeconomics, engineering, operations research,management, psychology, and public policy analysisare used throughout. Topics include linear and non-linear programming, dynamic programming, supply-demand microeconomic framework, analysis oftransportation demand, system performance,network equilibrium, simulation and associated casestudies. Prerequisite: Cv Eng 353.

412 Computer Modeling in Geotechnical Engineering(LEC 3.0) Survey of computer methods of analyzingand modeling complex geotechnical engineeringproblems. Computer applications, data analysis, andresult interpretations. Topics include constitutive

modeling, foundation engineering, seepage,unsaturated flow problem, slope stability analysis,consolidation, excavation, tunneling, and dynamicsoil-structure interaction. Prerequisite: Civ Eng 215and graduate standing.

413 Dynamics Of Earth Materials (LEC 3.0) Theory ofvibration, spectral response, site-specific responsespectra, detailed design of retaining structures, pileand machine foundations, soil structure interaction.Dynamic soil properties, including degradation of soilproperties and liquefaction, seismic slope stabilityanalysis problem solving. Select research topics anduse of computer codes. Prerequisite: Preceded oraccompanied by Cv Eng 316.

414 Measurement Of Soil Properties (LEC 2.0 andLAB 1.0) Laboratory determination of soil propertieswith emphasis on practical. Applications of test data.Tests include classification, atterberg limits,consolidation, compaction, triaxial shear tests withpore pressure measurement, and direct shear tests.Preparation of technical reports. Prerequisite:Preceded or accompanied by Cv Eng 315.

415 Advanced Soil Mechanics (LEC 3.0) Advancedtopics and recent advances in theoretical soilmechanics. Topics may include stress distribution,failure theories, shear failure in ideal soils,consolidation and settlement, physico-chemicalproperties, and clay mineralogy. Prerequisite: Cv Eng315.

416 Soil Stabilization (LEC 3.0) The application ofmineralogical and physicochemical principles to soilstabilization problems and stabilization techniquesfor highway and foundation applications.Prerequisite: Cv Eng 315.

417 Earth Dams And Related Problems (LEC 3.0) Theexploration for and selection of site and materials,seepage analysis, slope stability and design,embankment design, compaction, instrumentationand construction operations as they pertain to earthand rockfill dams. Prerequisite: Cv Eng 315.

419 Advanced Behavior Of Reinforced AndPrestressed Concrete (LEC 3.0) Behavior ofreinforced and prestressed concrete sections,members and wall/shell-type elements subjected tobending, axial load, shear and torsion. Confinementof concrete. Various truss model theories applicableto main members and strut-tie model applicable todisturbed regions, joints, and connections.Prerequisite: Cv Eng 223 with grade of "C" or better.

421 Plastic Analysis And Design Of Metal Structures(LEC 3.0) Behavior of engineering materials in theinelastic stress range. Analysis and design ofelementary structural members and frames.

422 Analysis And Design Of Plates And Shells I (LEC3.0) Fundamental theories of bending and buckling ofplates for practical applications in analysis and designof bridge and building floors, highway and airportpavements, and structural plate components. Shelltheory with application to tanks, pressure vessels,shell roofs, and folded plate construction. Prerequisite:Preceded or accompanied by Cv Eng 323.


424 Structural Dynamics And EarthquakeEngineering (LEC 3.0) Behavior of structuralmaterials, elements, and systems under earthquakeloads; computer methods for response analysis oflumped and distributed mass models, eigensolutiontechniques, response spectral analysis, design of 2-D and 3-D seismic-resistant structures with currentdesign codes. Prerequisites: CE/Arch 384 orequivalent.

425 Finite Element Application In Structural Design(LEC 3.0) Concepts of analysis and design.Generalized coordinate models and isoparametricderivations for one, two, and three dimensionalelements. Systems with plate and shell elements.Structural instability problems. Elastic and inelasticsystems for static and dynamic loads. Studies ofcomputer programs.

426 Advanced Design In Steel And LightweightStructures (LEC 3.0) A critical evaluation of thetheories of design and actual behavior of metalcomponents and their connections. The basis of thedevelopment of the pertaining codes will beconsidered. Prerequisite: Preceded or accompaniedby Cv Eng 323.

428 Analysis Of Nonlinear Structures (LEC 3.0)Inelastic behavior of structural members andconnections; formulation of various models for steeland reinforced concrete including elasto-plastic,bilinear, trilinear, Ramberg-Osgood, Cheng-Mertz,and Cheng-Lou; matrix analysis of 2-D and 3-Dbuilding structures for geometric and materialnonlinearity; dynamic and stability analysis.Prerequisite: Preceded or accompanied by Cv Eng323.

429 Foundation Engineering III (LEC 3.0) A criticalstudy of modern concepts of foundation engineeringincluding current procedure for the application of soilmechanics principles to the design of foundations,embankments and retaining structures. Casehistories will be emphasized with the student makingsuccessive design decisions.

430 Stochastic Theory of Structural Dynamics (LEC3.0) Probability theory and application in structuraldynamics. Stochastic models for earthquake-inducedforces and wind effects on structure. Solutions forlinear and nonlinear structures. Reliability-basedevaluation of structural performance under randomloading. Simulation of stochastic processes.Prerequisites: Math 204; Mech Eng 307 or Civ Eng424, and Stat 215.

431 Advanced Hydraulics And HydraulicEngineering (LEC 0.0-6.0) Studies in the field ofhydraulic engineering to fit the needs of a particularstudent or class. Each student makes a completedesign of a hydraulic development in one of thefollowing fields; water power, sanitation, river andharbor projects. Prerequisite: Cv Eng 230.

435 Hydraulic Structures (LEC 0.0-3.0) Gravity, arch,multiple arch, and buttress dams includingappurtenances such as spillways, penstocks andgates. Latter part of course is designed to needs of

the individual student with applications to river andharbor structures, canal and irrigation structures,and sewage structures. Prerequisites: Cv Eng 223and 230.

438 Advanced Hydrology (LEC 3.0) A study of methodsused in modern hydrologic analysis and design.Items of study include hydrography analysis,maximum possible storm, infiltration, design flooddetermination and project feasibility. Prerequisite: CvEng 233.

440 Urban Hydrology (LEC 3.0) Studies of the influenceof urban areas on their hydrology. Special emphasison the principles of spatially varied unsteady flow.Model hydrographs leading toward determination ofdesign storm flow are utilized to obtain informationnecessary for design of storm sewers, channels, andhydraulic structures common to urban areas.Prerequisite: Cv Eng 233.

442 Construction Administration, Planning AndControl (LEC 3.0) Study of construction projectdevelopment and execution, ranging frompreliminary engineering to project turnover. Keytopics include bidding strategies, quality control,conceptual estimating, scheduling, progress and costcontrol, value engineering, safety and constructionproductivity. Prerequisite: Preceded or accompaniedby Cv Eng 345.

443 Contract Formulation And Project DeliverySystems (LEC 3.0) Project life-cycle planning andmanagement. Roles and responsibilities of contractparticipants. Construction contract formulation.Obtaining work by negotiating and by bidding. Formsand variations of project delivery systems.Prerequisite: Cv Eng 345 or Cv Eng 349.

445 Advanced Construction Engineering (LEC 3.0)Study of the temporary structures and plant used inconstruction. Key topics include legal implications,codes and regulations, falsework, slipforming, bridgeconstruction supports, and protection of adjacentfacilities. Prerequisite: Preceded or accompanied byCv Eng 345.

453 Transportation Planning (LEC 3.0) Study of urbandevelopment, mobility patterns, and thetransportation network. Transportation modelingtechniques; transportation control plans to improveair quality; consideration of the transportationdisadvantaged; transportation planning in smallercities and rural areas. Access management and siteimpact analysis of traffic generators. Prerequisite: CvEng 353 or consent of instructor.

456 Traffic Modeling and Simulation (LEC 3.0)Fundamentals of system simulation, components ofa simulation model, traffic flow simulationapproaches, traffic flow simulation software and theirapplications, building simulation models, verificationand validation of a simulation model, output analysis,variance reduction techniques, role of simulation inIntelligent Transportation Systems (ITS).Prerequisites: Stat 213, Civ Eng 211 preceded oraccompanied by Civ Eng 353.


457 Traffic Flow Theory and Characteristics (LEC3.0) This course will cover advanced theories oftraffic flow, traffic flow characteristics, statisticaldistributions of traffic flow parameters, traffic streammodels, car following models, shock wave analysis,queuing analysis, traffic flow models forintersections, traffic simulation. Prerequisites:Preceded or accompanied by Civ Eng 353, knowledgeof statistics, graduate standing or consent ofinstructor.

460 Chemical Principles In EnvironmentalEngineering (LEC 3.0) The course developsfundamental chemical and physical principlesunderlying environmental engineering systemsincluding drinking water, groundwater, andwastewater treatment; and natural environmentalprocesses. Topics include adsorption, complexformation, acid-base equilibria, solubility, masstransfer and diffusion, electrochemistry, andchemical kinetics. Prerequisite: Graduate Standing.(Co-listed with Env En 460)

461 Biological Principles In EnvironmentalEngineering Systems (LEC 2.0 and LAB 1.0)Course covers the fundamental biological andbiochemical principles involved in natural andengineered biological systems. (Co-listed with EnvEn 461)

462 Physicochemical Operations In EnvironmentalEngineering Systems (LEC 3.0) Course coversphysicochemical operations and design in water,wastewater and aqueous hazardous waste treatmentsystems including coagulation, precipitation,sedimentation, filtration, gas transfer, chemicaloxidation and disinfection, adsorption, ion exchange.Prerequisite: Civ Eng 230 or equivalent. (Co-listedwith Env Eng 462 and Chem Eng 470)

463 Biological Operations In EnvironmentalEngineering Systems (LEC 3.0) Course coversbiological operations and design in water, wastewaterand aqueous hazardous waste treatment systemsincluding modeling of biological treatment processes;and design of activated sludge systems, tricklingfilters, rotating biological contractors, lagoons,nitrification and denitrification, and digestionprocesses. Prerequisite: Cv Eng 230 or equivalent.(Co-listed with Env En 463)

464 Industrial And Hazardous Waste Treatment(LEC 2.0 and LAB 1.0) Course covers fundamentalsof industrial and hazardous wastewater treatmentsystems and characterization including physical,chemical and biological processes and laboratorypilot plant investigations. (Co-listed with Env En 464)

465 Environmental Engineering Analysis Laboratory(LEC 1.0 and LAB 2.0) Environmental Engineeringanalytical principles and techniques applied to thequantitative measurement of water, wastewater andnatural characteristics, and application of advancedinstrumentation methods in EnvironmentalEngineering. Prerequisite: Cv Eng 261 or equivalent,with a grade of "c" or better. (Co-listed with Env En465)

467 Environmental Chemistry (LEC 2.0 and LAB 1.0)This course covers the fundamental and appliedaspects of environmental chemistry includinginorganic, organic, and analytical chemical principles.The course emphasizes the aquatic environmentaland covers gas laws and solubility, chemicalmodeling, equilibria, acid-base and complexationrelationships, oxidation and photochemical reactions.Prerequisite: Graduate standing in engineering orscience curricula. (Co-listed with Env En 467)

485 Philosophy of Scientific Research (LEC 3.0)Organization and planning of research. Introductionto the philosophy and management of scientificresearch, particularly issues related to ethics,plagiarism, ownership of intellectual properties,research techniques, technical presentations andtime management. The course will address theseissues by integrating with case studies. (Co-listedwith Chem Eng 425, IDE 425, Env Eng 485, Elec Eng481, Comp Eng 481)

490 Research (IND 0.0-15.0) Investigations of anadvanced nature leading to the preparation of athesis or dissertation. Consent of instructorrequired.



Computer Engineering300 Special Problems (IND 1.0-6.0) Problems or



311 Introduction To VLSI Design (LEC 3.0) Anintroduction to the design and analysis of digitalintegrated circuits (ICs). Topics include basicmanufacturing techniques, transistor-level designand analysis of logic and memory circuits, logictiming, and parasitics. Computer aided design toolsare used to develop circuits in the lab. Prerequisites:Elec Eng 121 and Comp Eng 111.

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312 Digital Systems Design Laboratory (LEC 2.0 andLAB 1.0) Experimental studies of problems with highspeed digital signals in circuits. Student designs,wires, tests, and programs a microprocessor basedsingle board computer project. A FPGA design isprogrammed and tested. Prerequisite: Cp Eng 213 or313.

313 Principles of Computer Architecture (LEC 3.0)Principles of performance measurement andinstruction set design; advanced issues in pipelining;instruction level parallelism (dynamic scheduling,branch prediction, multi-issue processors); memoryhierarchies for superscalar processors;multiprocessors; multi-threading; storage systems;and interconnection networks. Prerequisite: CompEng 215.

314 Embedded Processor System Design (LEC 3.0)Development of hardware and software forembedded systems, including real-time operatingsystems advanced programming, communicationschemes, hardware peripherals and sensors, controlmethodologies, printed-circuit board design,interrupts, microcontrollers, and hardware-softwareco-design. One or more team design projects.Prerequisites: Comp Eng 213 or equivalent and80x51 processor experience.

315 Digital Computer Design (LEC 3.0) Organizationof modern digital computers; design of processors,memory systems and I/O units, hardware-softwaretradeoffs in different levels of computer systemdesign. Prerequisites: Cp Eng 213 and Cp Eng 214.

316 Advanced Microcomputer System Design (LEC3.0) The design of digital systems based onadvanced microprocessors. Introduction tomicrocomputer logic development systems. I/0interfaces. Assembly and high level languagetradeoffs. Hardware and software laboratory projectsrequired. Prerequisite: Cp Eng 313.

317 Fault-Tolerant Digital Systems (LEC 3.0) Designand analysis of fault-tolerant digital systems. Faultmodels, hardware redundancy, informationredundancy, evaluation techniques, system designprocedures. Prerequisites: Cp Eng 111 and Cp Eng112.

318 Digital System Modeling (LEC 3.0) Digital systemmodeling for simulation, synthesis, and rapid systemprototyping. Structural and behavioral models,concurrent and sequential language elements,resolved signals, generics, configuration, testbenches, processes and case studies. Prerequisite:Comp Eng 111 with a grade of "C" or better.

319 Digital Network Design (LEC 3.0) Design ofcomputer networks with emphasis on networkarchitecture, protocols and standards, performanceconsiderations, and network technologies. Topicsinclude: LAN, MAN, WAN, congestion/flow/errorcontrol, routing, addressing, broadcasting,multicasting, switching, and internetworking. Amodeling tool is used for network design andsimulation. Prerequisite: Comp Eng 213 or computerhardware competency.

325 Optical Computing (LEC 3.0) Introduction to theprinciples, subsystems, and architectures of opticalcomputing. Topics include characteristics of opticaldevices; optical implementations of memory, logicelements, and processors; and computationalstructures. Prerequisite: Comp Eng 111 orequivalent. (Co-listed with Elec Eng 325)

325 Optical Computing (LEC 3.0) Introduction to theprinciples, subsystems, and architectures of opticalcomputing. Topics include characteristics of opticaldevices; optical implementations of memory, logicelements, and processors; and computationalstructures. Prerequisite: Comp Eng 111 orequivalent. (Co-listed with Elec Eng 325)

331 Real-Time Systems (LEC 3.0) Introduction to real-time (R-T) systems and R-T kernels, also known as R-T operating systems, with an emphasis on schedulingalgorithms. The course also includes specification,analysis, design and validation techniques for R-Tsystems. Course includes a team project to designan appropriate R-T operating system. Prerequisite:Cp Eng 213 or Cmp Sc 284.

342 Real-Time Digital Signal Processing (LEC 2.0 andLAB 1.0) Introduction to the use of programmableDSP chips. Includes real-time data acquisition, signalgeneration, interrupt-driven programs, high-levellanguage, and assembly level routines. Applicationsto real-time systems are also presented.Prerequisite: Elec Eng 215 or Elec Eng 267.

345 Digital Image Processing (LEC 3.0) Fundamentalsof human perception, sampling and quantization,image transforms, enhancement, restoration,channel and source coding. Prerequisite: El Eng 267(Co-listed with El Eng 345)

347 Machine Vision (LEC 3.0) Image information,image filtering, template matching, histogramtransformations, edge detection, boundary detection,region growing and pattern recognition.Complementary laboratory exercises are required.Prerequisites: Comp Eng 111 and preceded oraccompanied by Elec Eng 267. (Co-listed with ElecEng 347)

348 Wireless Networks (LEC 2.0 and LAB 1.0)Introduction to wireless communications andnetworking. Topics include transmissionfundamentals, wireless channel, coding techniquesand error control, satellite and cellular networks,cordless systems, mobile IP and management,multiple access techniques and wireless protocols,wireless LAN, IEEE 802.11, and adhoc and sensornetworks. Prerequisites: Hardware competency, ElecEng 243 or Comp Eng 213 and graduate standing.(Co-listed with Elec Eng 348 and Sys Eng 348.

349 Trustworthy, Survivable Computer Networks(LEC 3.0) This course examines basic issues innetwork management, testing, and security; it alsodiscusses key encryption, key management,authentication, intrusion detection, malicious attack,and insider threats. Security of electronic mail andelectronic commerce systems is also presented.Prerequisite: Cp Eng 319 or Comp Sc 265.

146 - Computer Engineering Courses

354 Mathematical Logic I (LEC 3.0) A mathematicalintroduction to logic with some applications.Functional and relational languages, satisfaction,soundness and completeness theorems,compactness theorems. Examples fromMathematics, Philosophy, Computer Science, and/orComputer Engineering. Prerequisite: Philos 15 withjunior standing or Math 305 or Comp Sci 253 orComp Eng 111. (Co-listed with Comp Sci 354, Philos354 and Math 354)

358 Computational Intelligence (LEC 3.0)Introduction to Computational Intelligence (CI),Biological and Artificial Neuron, Neural Networks,Evolutionary Computing, Swarm Intelligence,Artificial Immune Systems, Fuzzy Systems, andHybrid Systems. CI application case studies coveredinclude digital systems, control, power systems,forecasting, and time-series predictions.Prerequisite: Stat 217. (Co-listed with Elec Eng 367and Sys Eng 367)

372 Signal Integrity In High-Speed Digital & MixedSignal Design (LEC 3.0) Signal integrity ensuressignals transmitted over a propagation path maintainsufficient fidelity for proper receiver operation.Compromised signal integrity is often associated withparasitics (e.g. unintentional inductance,capacitance). Theory and CAD tools used for signalintegrity analysis of functioning designs.Prerequisites: El Eng 271 or Cp Eng 213, and Seniorstanding. (Co-listed with El Eng 372)

378 Mechatronics (LEC 2.0 and LAB 1.0) This coursewill introduce students to the basics of mechatronics(i.e., the integration of mechanical, electrical,computer, and control systems). Students will learnthe fundamentals of sensors and actuators formechanical systems, computer interfacing,microcontrollers, real-time software, and control.Prerequisite: Mech Eng 279 or equivalent. (Co-listedwith Mech Eng 378, Aero Eng 378 and Elec Eng 378)

382 Teaching Engineering (LEC 3.0) Introduction toteaching objectives and techniques. Topics include:using course objectives to design a course;communication using traditional and cutting-edgemedia; textbook selection; assessment of studentlearning; grading; student learning styles;cooperative/active learning; and student discipline.Prerequisite: Graduate standing. (Co-listed with EngMg 370, Env En 382, El Eng 382, Cv Eng 382)

388 Introduction to Robotics (LEC 3.0) This courseprovides an introduction to robotics, covering robothardware, fundamental kinematics, trajectories,differential motion, robotic decision making, and anoverview of current topics in robotics. Prerequisite: A"C" or better in both Math 208 and Comp Sci 153.(Co-listed with Comp Sci 345 and Elec Eng 388)


391 Computer Engineering Senior Project I (RSD 0.5and LAB 0.5) A complete design cycle. Working insmall teams, students will design, document,analyze, implement, and test a product. Topicsinclude: Iteration in design, prototyping, groupdynamics, design reviews, making effectivepresentations, concurrent design, designing for test,ethics and standards, testing and evaluation.Prerequisites: Stat 217, Comp Eng 111, Econ 121 or122, Sp&M S 85, English 160, Comp Eng 213, 214,215, and Elec Eng 121.

392 Computer Engineering Senior Project II (LAB3.0) A continuation of Cp Eng 391. Prerequisite: CpEng 391.

400 Special Problems (IND 1.0-6.0) Problems orreadings on specific subjects or projects in thedepartment. Prerequisite: Consent of the instructor.

401 Special Topics (Variable 1.0-6.0) This course isdesigned to give the department an opportunity totest a new course. Variable title. Prerequisite:Consent of the instructor.

404 Data Mining And Knowledge Discovery (LEC 3.0)Data mining and knowledge discovery utilized bothclassical and new algorithms, such as machinelearning and neural networks, to discover previouslyunknown relationships in data. Key data miningissues to be addressed include knowledgerepresentation and knowledge acquisition(automated learning). Prerequisites: (Comp Sci 338or Comp Sci 347) and Stat 215. (Co-listed withComp Sci 434 and Sys Eng 404)

409 Design Automation of VLSI Systems (LEC 3.0)This course covers fundamentals in VLSI designautomation. Topics include logic synthesis, designplanning and optimization, placement and routing,parasitic extraction, circuit simulation, timinganalysis, design verification and testing.Prerequisite: Comp Eng 311.

411 Advanced VLSI Design (LEC 3.0) Advanced topicsin chip-level VLSI design, including issues related tohigh-performance, low-power, analog and mixed-signal circuits, reliability, noise and couplingmechanisms, computer aided design tools, andrecent advances and trends in the field. Prerequisite:Comp Eng 311 is required.

412 Digital Logic (LEC 3.0) Digital logic analysis,synthesis and simulation. Design automation ofdigital systems. Prerequisites: Cp Eng 111 and CpEng 112.

415 Advanced Computer Architecture I (LEC 3.0)Advanced topics in computer structures, parallelprocessors, and computer networks. Emphasis ontheir design, applications, and performance.Prerequisite: Cp Eng 313 or Cp Eng 315.

416 Advanced Computer Architecture II (LEC 3.0)Continuation of Computer Engineering 415.Prerequisite: Cp Eng 415.

417 Network Performance Analysis (LEC 3.0)Provides an introduction to performance modelingand analysis of computer networks. Topics includestochastic processes; performance measurement

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and monitoring; quantitative models for networkperformance, e.g., Markovian models for queues;simulation; and statistical analysis of experiments.Prerequisites: Comp Eng 319 or Comp Sci 365; Stat217 or 343. (Co-listed with Comp Sci 417)

419 Network Centric Systems (LEC 3.0) Network-centric systems comprises a diverse category ofcomplex systems with the primary purpose isproviding network-type services. Network-centricsystems are also known as collaborative systems.This course address the intersection betweennetwork engineering and the needs of systemsarchitecting and engineering. Prerequisite: Sys Eng469 or graduate standing. (Co-listed with Sys Eng419)

439 Clustering Algorithms (LEC 3.0) An introduction tocluster analysis and clustering algorithms rooted incomputational intelligence, computer science andstatistics. Clustering in sequential data, massive dataand high dimensional data. Students will beevaluated by individual or group research projectsand research presentations. Prerequisite: At leastone graduate course in statistics, data mining,algorithms, computational intelligence, or neuralnetworks, consistent with student's degree program.(Co-listed with Elec Eng 439, Sys Eng 439, Comp Sci449 and Stat 439)

443 Wireless Ad hoc and Sensor Networks (LEC 3.0)Introduction to ad hoc and sensor networks, IEEEstandards, heterogeneity, quality of service, wirelesschannel issues, energy awareness, power andtopology control, routing, scheduling, rateadaptation, self-organization, admission and flowcontrol, energy harvesting, security and trust levels,hardware and applications. Prerequisite: Comp Eng348 or Comp Eng 349 or equivalent. (Co-listed withElec Eng 443 and Sys Eng 443)

448 High Speed Networks (LEC 2.0 and LAB 1.0) Astate-of-the-art survey of high-speed networks,modeling and simulation, quality of service (QoS) formultimedia applications and management schemes,TCP congestion control, ATM and Internet trafficmanagement, Internet Service Architecture (ISA),and Internet routing protocols. Prerequisites: CompEng 319 and hardware competency for ECE students,Comp Sci 365 for computer science students, orconsent of the instructor.

449 Network-Centric Systems Reliability andSecurity (LEC 3.0) This course presents reliabilityand fault tolerance for network-centric systems,including models, metrics, and analysis techniques.This course also concentrates on security, includingtechnical tools and methods for audit andassessment as well as management and policyissues. Prerequisite: Sys Eng/Comp Eng 419 orComp Eng 349. (Co-listed with Sys Eng 449)

457 Markov Decision Processes (LEC 3.0) Introductionto Markov Decision Processes and DynamicProgramming. Application to Inventory Control andother optimization and control topics. Prerequisite:Graduate standing in background of probability or

statistics. (Co-listed with Mech Eng 447, Aero Eng457, Eng Mgt 457 and Comp Sci 457)

458 Adaptive Critic Designs (LEC 3.0) Review ofNeurocontrol and Optimization, Introduction toApproximate Dynamic Programming (ADP),Reinforcement Learning (RL), Combined Concepts ofADP and RL - Heuristic Dynamic Programming (HDP),Dual Heuristic Programming (DHP), Global DualHeuristic Programming (GDHP), and Case Studies.Prerequisite: Elec Eng 368 Neural Networks orequivalent (Computational Intelligence Comp Eng301) (Co-listed with Elec Eng, Mech Eng, Aero Engand Sys Eng 458)

481 Philosophy of Scientific Research (LEC 3.0)Organization and planning of research. Introductionto the philosophy and management of scientificresearch, particularly issues related to ethics,plagiarism, ownership of intellectual properties,research techniques, technical presentations andtime management. The course will address theseissues by integrating with case studies. (Co-listedwith Chem Eng 425, IDE 425, Civ Eng 485, Env Eng485, Elec Eng 481)

490 Special Research And Thesis (IND 1.0-15.0)Investigations of an advanced nature leading to thepreparation of a thesis or dissertation. Prerequisite:Consent of the instructor required.


495 Continuous Registration (IND 1.0) Doctoralcandidates who have completed all requirements forthe degree except for the dissertation, and are awayfrom the campus, must continue to enroll for at leastone hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Computer Science Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Agile Software Development (LEC 3.0)Understand principles of agile software developmentand contrast them with prescriptive processes.Specifically: Eliciting, organizing, and prioritizingrequirements; Design processes; Understand how aparticular process promotes quality; Estimate costs

148 - Computer Science Courses

and measure project progress and productivity.Prerequisite: Comp Sci 206.

307 Software Testing And Quality Assurance (LEC3.0) It covers unit testing, subsystem testing,system testing, object-oriented testing, testingspecification, test case management, softwarequality factors and criteria, software qualityrequirement analysis and specification, softwareprocess improvement, and software total qualitymanagement. Prerequisite: Cmp Sc 253.

308 Object-Oriented Analysis And Design (LEC 3.0)This course will explore principles, mechanisms, andmethodologies in object-oriented analysis anddesign. An object-oriented programming languagewill be used as the vehicle for the exploration.Prerequisite: Cmp Sc 253.

310 Seminar (IND 0.0-6.0) Discussion of current topics.Prerequisite: Senior standing.

311 Bioinformatics (LEC 3.0) The course will familiarizestudents with the application of computationalmethods to biology, as viewed from bothperspectives. It will introduce problems in molecular,structural, morphological, and biodiversityinformatics, and will discuss principles, algorithms,and software to address them. Prerequisites: Bio Sci110 or 111 and Comp Sci 53/54 or 74/78. (Co-listedwith Bio Sci 311)

317 Intellectual Property For Computer Scientists(LEC 3.0) A presentation of the relationship betweenthe law of intellectual property and computerscience. Topics include the application of copyrightprinciples to computer programs, protection ofcomputer programs through patents and trade secretlaw, and the effect of various agreements which arefrequently encountered by the computer scientist.Prerequisite: Senior or graduate standing.

325 Analysis Of Algorithms (LEC 3.0) The purpose ofthis course is to teach the techniques needed toanalyze algorithms. The focus of the presentation ison the practical application of these techniques tosuch as sorting, backtracking, and graph algorithms.Prerequisite: Cmp Sc 253.

328 Object-Oriented Numerical Modeling I (LEC 3.0)A study of object-oriented modeling of the scientificdomain. Techniques and methodologies will bedeveloped enabling the student to build a classlibrary of reusable software appropriate for scientificapplication. Applications will be drawn frommechanics, finance, and engineering. Prerequisites:Comp Sci 228 and Comp Sci 153 and one of Math208, 203, 229.

329 Object-Oriented Numerical Modeling II (LEC3.0) A continued study of object-oriented modelingof the scientific domain. Advanced applicationsinclude models posed as balance laws, integralequations, and stochastic simulations. Prerequisite:Cmp Sc 328.

338 Database Systems (LEC 3.0) This courseintroduces the advanced database concepts ofnormalization and functional dependencies,transaction models, concurrency and locking,

timestamping, serializability, recovery techniques,and query planning and optimization. Students willparticipate in programming projects. The courseassumes students have an introductory course indatabase systems. Prerequisites: Comp Sci 128 andComp Sci 238.

342 Java Gui & Visualization (LEC 3.0) Fundamentalsof Java Swing Foundation Classes, Java SystemLanguage Specifics, Graphical User Interfaces,Images, Audio, Animation, Networking, andThreading. Visualization of Algorithms. GUI Elementsinclude Event Driven Programming, Interaction withMouse and KeyBoard, Window Managers, Frames,Panels, Dialog Boxes, Borders. Prerequisite: Cmp Sc253 or equivalent.

345 Introduction to Robotics (LEC 3.0) This courseprovides an introduction to robotics, covering robothardware, fundamental kinematics, trajectories,differential motion, robotic decision making, and anoverview of current topics in robotics. Prerequisite: A"C" or better in both Math 208 and Comp Sci 153.(Co-listed with Comp Eng 388 and Elec Eng 388)

347 Introduction To Artificial Intelligence (LEC 3.0) Amodern introduction to AI, covering important topicsof current interest such as search algorithms,heuristics, game trees, knowledge representation,reasoning, computational intelligence, and machinelearning. Students will implement course conceptscovering selected AI topics. Prerequisite: Cmp Sc 253.

348 Evolutionary Computing (LEC 3.0) Introducesevolutionary algorithms, a class of stochastic,population-based algorithms inspired by naturalevolution theory (e.g., genetic algorithms), capableof solving complex problems for which othertechniques fail. Students will implement courseconcepts, tackling science, engineering and/orbusiness problems. Prerequisites: Comp Sci 253 anda statistics course.

353 Multimedia Systems (LEC 3.0) This courseintroduces the concepts and components ofMultimedia information systems. Topics include:Introduction to Multimedia Data, Multimedia DateCompression, Techniques and Standards, Indexingand Retrieval, Data Storage Organization,Communication and Synchronization, Applications-Media-OnDemand Systems, Video Conferencing,Digital Libraries. Prerequisite: Cmp Sc 153.

354 Mathematical Logic I (LEC 3.0) A mathematicalintroduction to logic with some applications.Functional and relational languages, satisfaction,soundness and completeness theorems,compactness theorems. Examples fromMathematics, Philosophy, Computer Science, and/orComputer Engineering. Prerequisite: Philos 15 withjunior standing or Math 305 or Comp Sci 253 orComp Eng 111. (Co-listed with Math 354, Philos 354and Comp Eng 354.)

354 Mathematical Logic I (LEC 3.0) A mathematicalintroduction to logic with some applications.Functional and relational languages, satisfaction,soundness and completeness theorems,

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compactness theorems. Examples fromMathematics, Philosophy, Computer Science, and/orComputer Engineering. Prerequisite: Philos 15 withjunior standing or Math 305 or Comp Sci 253 orComp Eng 111. (Co-listed with Comp Eng 354, Philos354 and Math 354)

356 The Structure of a Compiler (LEC 3.0) Review ofBackus normal form language descriptors and basicparsing concepts. Polish and matrix notation asintermediate forms, and target code representation.Introduction to the basic building blocks of acompiler: syntax scanning, expression translation,symbol table manipulation, code generation, localoptimization, and storage allocation. Prerequisites:Comp Sci 256 and Comp Sci 253.

358 Interactive Computer Graphics (LEC 3.0)Applications and functional capabilities of currentcomputer graphics systems. Interactive graphicsprogramming including windowing, clipping,segmentation, mathematical modeling, two andthree dimensional transformations, data structures,perspective views, antialiasing and software design.Prerequisites: Cmp Sc 228 and 253.

362 Security Operations & Program Management(LEC 3.0) An overview of information securityoperations, access control, risk management,systems and application life cycle management,physical security, business continuity planning,telecommunications security, disaster recovery,software piracy, investigations, ethics and more.There will be extensive reporting, planning and policywriting. Prerequisite: Writing emphasized courseAND Operating System course AND ComputerNetworking course.

365 Computer Communications And Networks (LEC3.0) Network architecture model including physicalprotocols for data transmission and errordetection/correction, data link concepts, LANprotocols, internetworking, reliable end to endservice, security, and application services. Studentswill implement course concepts on an actualcomputer network. Prerequisite: Comp Sci 284.

366 Regression Analysis (LEC 3.0) Simple linearregression, multiple regression, regressiondiagnostics, multicollinearity, measures of influenceand leverage, model selection techniques,polynomial models, regression with autocorrelatederrors, introduction to non-linear regression.Prerequisites: Math 22 and one of Stat 211, 213,215, 217, or 343. (Co-listed with Stat 346)

381 The Structure Of Operating Systems (LEC 3.0)The hardware and software requirements foroperating systems for uniprogramming,multiprogramming, multiprocessing, time sharing,real time and virtual systems. The concepts ofsupervisors, interrupt handlers, input/output controlsystems, and memory mapping are discussed indetail. Prerequisite: Cmp Sc 284.

384 Distributed Operating Systems (LEC 3.0) This isa study of modern operating systems, particularlydistributed operating systems. Topics include a

review of network systems and interprocesscommunication, causality, distributed statemaintenance, failure detection, reconfiguration andrecovery, load balancing, distributed file systems,distributed mutual exclusion, and stable propertydetection including deadlock detection. A groupproject in Distributed Systems programming will berequired. Prerequisites: Cmp Sc 284 and 253.

387 Introduction to Parallel Programming andAlgorithms (LEC 3.0) Parallel and pipelinedalgorithms, architectures, network topologies,message passing, process scheduling andsynchronization. Parallel programming on clusters.Cost, speedup and efficiency analysis. Prerequisites:Comp Sci 284 and Comp Sci 253.

388 Introduction to High Performance ComputerArchitecture (LEC 3.0) Overviews high performancearchitecture of computing systems and coversvarious architectural/hardware andsoftware/algorithmic means that enhanceperformance. Uniprocessor and concurrent systemsare investigated. Various computational models arestudied and linked to commercial systems.Prerequisites: Comp Eng 213, Comp Sci 253.

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Does not lead to the preparation of athesis. Not more than six (6) credit hours allowed forgraduation credit. Subject and credit to be arrangedwith the faculty supervisor.

397 Software Systems Development I (LEC 3.0) Classmembers will work in small teams to develop acomplete software system beginning with end-userinterviews and concluding with end-user training.Prerequisites: Comp Sci 206 and 100 credit hourscompleted.

398 Software Systems Development II (LEC 3.0) Thiscourse is an optional continuation of Cmp Sc 397.Those interested in project management should takethis course since participants become officers orgroup leaders in the class "corporation." This courseis especially important for those going straight intoindustry upon graduation. Students with coopexperience may find this course redundant.Prerequisite: Cmp Sc 397.



406 Software Engineering II (LEC 3.0) A quantitativeapproach to measuring costs/productivity in softwareprojects. The material covered will be softwaremetrics used in the life cycle and the student willpresent topical material. Prerequisite: Cmp Sc 206.

409 Software Requirements Engineering (LEC 3.0)This course will cover advanced methods, processes,and technique for discovering, analyzing, specifyingand managing software requirements of a softwaresystem from multiple perspectives. It will discuss

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both functional and non-functional requirementsanalysis. Prerequisite: Comp Sci 206.

410 Seminar (RSD 1.0) Discussion of current topics.417 Network Performance Analysis (LEC 3.0)

Provides an introduction to performance modelingand analysis of computer networks. Topics includestochastic processes; performance measurementand monitoring; quantitative models for networkperformance, e.g., Markovian models for queues;simulation; and statistical analysis of experiments.Prerequisites: Comp Eng 319 or Comp Sci 365; Stat217 or 343. (Co-listed with Comp Eng 417)

425 Algorithmics II (LEC 3.0) Covers selected classicaland recent developments in the design and analysisof algorithms, such as sophisticated data structures,amortized complexity, advanced graph theory, andnetwork flow techniques. Prerequisite: Comp Sci325.

426 Theory Of Computation (LEC 3.0) Turing machinesand other machines. Godel numbering andunsolvability results. Machines with restrictedmemory access and limited computing time.Recursive functions, computable functionals and theclassification of unsolvable problems. Prerequisite:Comp Sci 220.

434 Data Mining & Knowledge Discovery (LEC 3.0)Data mining and knowledge discovery utilizes bothclassical and new algorithms, such as machinelearning and neural networks, to discover previouslyunknown relationships in data. Key data miningissues to be addressed include knowledgerepresentation and knowledge acquisition(automated learning). Prerequisites: (Comp Sci 338or Comp Sci 347) and Stat 215. (Co-listed with CompEng 404 and Sys Eng 404)

437 Web Data Management and XML (LEC 3.0)Management of semi-structured data models andXML, query languages such as Xquery, XML indexing,and mapping of XML data to other data models andvice-versa, XML views and schema management,advanced topics include change-detection, webmining and security of XML data. Prerequisite: CompSci 338.

438 Heterogeneous and Mobile Databases (LEC 3.0)This course extensively discusses multidatabasesystems (MDBS) and mobile data access systems(MDAS). Moreover, it will study traditional distributeddatabase issues within the framework of MDBSs andMDASs. Prerequisite: Comp Sci 338 or graduatestanding.

439 Object-Oriented Database Systems (LEC 3.0)This course will include a study of the origins ofobject-oriented database manipulation languages,their evolution, currently available systems,application to the management of data, problemsolving using the technology, and future directions.Prerequisites: Cmp Sc 308 and Database Systems.

447 Advanced Topics In Artificial Intelligence (LEC3.0) Advanced topics of current interest in the field ofartificial intelligence. This course involves readingseminal and state-of-the-art papers as well as

conducting topical research projects includingdesign, implementation, experimentation, analysis,and written and oral reporting components.Prerequisite: Comp Sci 347 or Comp Sci 348 orComp Eng 358.

448 Advanced Evolutionary Computing (LEC 3.0)Advanced topics in evolutionary algorithms, a classof stochastic, population-based algorithms inspiredby natural evolution theory, capable of solvingcomplex problems for which other techniques fail.Students will conduct challenging research projectsinvolving advanced concept implementation,empirical studies, statistical analysis, and paperwriting. Prerequisite: Comp Sci 348.

449 Clustering Algorithms (LEC 3.0) An introduction tocluster analysis and clustering algorithms rooted incomputational intelligence, computer science andstatistics. Clustering in sequential data, massive dataand high dimensional data. Students will beevaluated by individual or group research projectsand research presentations. Prerequisite: At leastone graduate course in statistics, data mining,algorithms, computational intelligence, or neuralnetworks, consistent with student's degree program.(Co-listed with Comp Eng 439, Elec Eng 439, Sys Eng439 and Stat 439)

456 Theory Of Compiling (LEC 3.0) Properties of formalgrammars and languages, language-preservingtransformations, syntax-directed parsing, classes ofparsing methods and the grammars for which theyare suited, control flow analysis, and the theoreticalframework of local and global program optimizationmethods. Prerequisite: Comp Sci 356.

457 Markov Decision Processes (LEC 3.0) Introductionto Markov Decision Processes and DynamicProgramming. Application to Inventory Control andother optimization and control topics. Prerequisite:Graduate standing in background of probability orstatistics. (Co-listed with Comp Eng 457, Mech Eng447, Aero Eng 457 and Eng Mgt 457)

458 Computer Graphics And Realistic Modeling (LEC3.0) Algorithms, data structures, software designand strategies used to achieve realism in computergraphics of three-dimensional objects. Application ofcolor, shading, texturing, antialiasing, solid modeling,hidden surface removal and image processingtechniques. Prerequisite: Comp Sci 358.

461 Privacy Preserving Data Integration andAnalysis (LEC 3.0) This course covers basic tools, instatistics and cryptography, commonly used todesign privacy-preserving and secure protocols in adistributed environment as well as recent advancesin the field of privacy-preserving data analysis, datasanitization and information retrieval. Prerequisite:Comp Sci 325 and either Stat 343 or both a 200 orhigher level Stat course and instructor approval.

463 Computer Security (LEC 3.0) The course presentsvarious vulnerabilities and threats to information incyberspace and the principles and techniques forpreventing and detecting threats, and recoveringfrom attacks. The course deals with various aspects

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and layers of security: data-level, network-level,system-level, and application-level security.Prerequisites: Comp Sci 265 and Comp Sci 325.

465 Advanced Topics in Wireless Networks (LEC 3.0)Introduces the fundamentals and recent advances inwireless networking. Coverage includes cellularnetworks, wireless and mobile ad hoc networks,wireless mesh networks, sensor networks andwireless LANs with a focus on network operation.Special topics selected from the literature on wirelessnetwork security will also be addressed. Prerequisite:Comp Sci 365 or equivalent.

467 Mobile And Sensor Data Management (LEC 3.0)Architectures of mobile computing systems; Mobile-IP support in mobile computing systems; locationdata management, Broadcasting and indexing,replication control; caching, fault tolerance andreliability of mobile systems; adhoc and sensorrouting schemes, key management. Prerequisite:Comp Sci 265.

468 Advanced Network Security (LEC 3.0) Topicscovered include network security issues such asauthentication, anonymity, traceback, denial ofservice, confidentiality, forensics, etc. in wired andwireless networks. Students will have a clear, in-depth understanding of state of the art networksecurity attacks and defenses. Prerequisite: CompEng 349 or Comp Sci 365.

484 Distributed Systems Theory And Analysis (LEC3.0) Analysis of the problems of state maintenanceand correctness in concurrent computing systemsusing formal methods such as Hoare Logic, TemporalLogic, and Symbolic Model Checking. Prerequisite:Comp Sci 384.

487 Topics in Parallel and Distributed Computing(LEC 3.0) Introduction of parallel and distributedcomputing fundamentals and advanced researchtopics. Students present research papers selectedfrom the current literature on P&D computingparadigms. A term paper and oral presentation arerequired. Prerequisite: Comp Sci 387 or equivalentbackground.



495 Continuous Registration (IND 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation, and are awayfrom the campus must continue to enroll for at leastone hour of credit each registration period until the

degree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Electrical Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Extra High Voltage Engineering (LEC 2.0 and LAB1.0) The physical phenomena associated with highvoltage dielectric breakdown are presented. Methodsof generating and measuring high voltages andcurrents are explained. Demonstration of design andperformance. Field trips to companies for laboratorytesting of high voltage according to industrystandards will serve as the lab part of the course.Prerequisite: Senior standing.

304 Electric Power Quality (LEC 3.0) Definitions ofpower quality, types of power quality problems;sources of sags, transient overvoltages andharmonics; distribution overcurrent protectionmethods and their effect on power quality andreliability; harmonic analysis, principles of controllingharmonics, devices for filtering harmonics; powerquality improvement methods. Prerequisite: Elec Eng205 or Elec Eng 207.

305 Electric Drive Systems (LEC 3.0) Course contentis roughly 1/3 power electronics, 1/3 applied controland 1/3 electric machinery and focuses on analysis,simulation, and control design of electric drive basedspeed, torque, and position control systems.Prerequisites: El Eng 205 and El Eng 231.

307 Power Systems Engineering (LEC 3.0) Networkanalysis applied to power systems; the load flowconcept; economic operation of power systems;synchronous machine reactances and transientstability; symmetrical components and asymmetricalfaults; protective relaying. Prerequisite: El Eng 207.

309 Electric-Drive Vehicles (LEC 3.0) Course coversintroductory topics related to understanding/analysisof electric, hybrid/plug-in hybrid power trains.Classification of hybrid drivetrains, driving cycles,energy storage systems, mechanical couplingdevices, automotive applications of fuel cells andintroduction to power converters. Prerequisite:Senior standing and Physics 24.

323 Classical Optics (LEC 3.0) Physical optics andadvanced topics in geometrical optics. Topics includeray propagation, electromagnetic propagation,mirrors, lenses, interference, diffraction, polarization,imaging systems, and guided waves. Prerequisites:Math 22 and Physics 24 or 25. (Co-listed with Physics323)

324 Fourier Optics (LEC 3.0) Applications of Fourieranalysis and linear systems theory to optics. Topicsinclude scalar diffraction theory, Fourier transformingproperties of lenses, optical information processing,

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and imaging systems. Prerequisites: El Eng 265 &271 or Physics 208 & 321. (Co-listed with Physics324)

325 Optical Computing (LEC 3.0) Introduction to theprinciples, subsystems, and architectures of opticalcomputing. Topics include characteristics of opticaldevices; optical implementations of memory, logicelements, and processors; and computationalstructures. Prerequisite: Comp Eng 111 orequivalent. (Co-listed with Comp Eng 325)

326 Fiber And Integrated Optics (LEC 3.0)Introduction to optical waveguides and theirapplications to communication and sensing. Topicsinclude dielectric waveguide theory, optical fibercharacteristics, integrated optic circuits, coupled-mode theory, optical communication systems, andphotonic sensors. Prerequisite: El Eng 271 or Physics321. (Co-listed with Physics 326)

329 Smart Materials And Sensors (LEC 2.0 and LAB1.0) Smart structures with fiber reinforced polymer(FRP) composites and advanced sensors.Multidisciplinary topics include characterization,performance, and fabrication of compositestructures; fiber optic, resistance, and piezoelectricsystems for strain sensing; and applications of smartcomposite structures. Laboratory and team activitiesinvolve manufacturing, measurement systems,instrumented structures, and performance tests ona large-scale smart composite bridge. Prerequisites:Senior standing and Math 204. (Co-listed with AeroEng 329, Mech Eng 329 and Civ Eng 318)

331 Digital Control (LEC 3.0) Analysis and design ofdigital control systems. Review of ztransforms; rootlocus and frequency response methods; state spaceanalysis and design techniques; controllability,observability and estimation. Examination of digitalcontrol algorithms. Prerequisite: Elec Eng 231.

332 Plantwide Process Control (LEC 3.0) Synthesis ofcontrol schemes for continuous and batch chemicalplants from concept to implementation. Mulitloopcontrol, RGA, SVD, constraint control, multivariablemodel predictive control, control sequencedescriptions. Design project involving a moderatelycomplicated multivariable control problem.Prerequisites: Chem Eng 251, Elec Eng 231, Elec Eng235 or graduate standing. (Co-listed with Ch Eng 359)

333 System Simulation And Identification (LEC 3.0)Computationally efficient methods of digital simulationof linear systems. Non-parametric identification.Parametric identification with least squares andrecursive least squares algorithms. Algorithmsprogrammed using MATLAB. Prerequisite: Elec Eng231.

335 Advanced Plc (LEC 2.0 and LAB 1.0) Advancedprogrammable logic controller (PLC) programming,function block, structured text, function chart,sequencer. Factory communications, systemsimulation, human-machine interface (HMI)programming. Advanced PID control. Network securityand reliability. Class-wide project. Prerequisite: El Eng235.

337 Neural Networks For Control (LEC 3.0)Introduction to artificial neural networks and varioussupervised and unsupervised learning techniques.Detailed analysis of some of the neural networks thatare used in control and identification of dynamicalsystems. Applications of neural networks in the areaof Control. Case studies and a term project.Prerequisite: Elec Eng 265.

338 Fuzzy Logic Control (LEC 3.0) A mathematicalintroduction to the analysis, synthesis, and design ofcontrol systems using fuzzy sets and fuzzy logic. Astudy of the fundamentals of fuzzy sets, operationson these sets, and their geometrical interpretations.Methodologies to design fuzzy models and feedbackcontrollers for dynamical systems. Variousapplications and case studies. Prerequisite: Elec Eng265.

341 Digital Signal Processing (LEC 3.0) Spectralrepresentations, sampling, quantization, z-transforms, digital filters and discrete transformsincluding the Fast Fourier transform. Prerequisite: ElEng 267.

343 Communications Systems II (LEC 3.0) Randomsignals and their characterization; noise performanceof amplitude, angle and pulse modulation systems;digital data transmission; use of coding for errorcontrol. Prerequisite: El Eng 243.

344 Stochastic Signal Analysis I (LEC 3.0)Introduction to the application of probabilistic modelsto typical electrical engineering problems. Topicsinclude: methods for describing random voltages,random digital signals, correlation, linear mean-square estimation, linear transformation of randomdigital signals, and bit-error rate calculation forcommunication systems. Prerequisites: Math 204and El Eng 153.

345 Digital Image Processing (LEC 3.0) Fundamentalsof human perception, sampling and quantization,image transforms, enhancement, restoration,channel and source coding. Prerequisite: El Eng 267.(Co-listed with Cp Eng 345)

347 Machine Vision (LEC 3.0) Image information,image filtering, template matching, histogramtransformations, edge detection, boundary detection,region growing and pattern recognition.Complementary laboratory exercises are required.Prerequisites: Comp Eng 111 and preceded oraccompanied by Elec Eng 267. (Co-listed with CompEng 347)

348 Wireless Networks (LEC 2.0 and LAB 1.0)Introduction to wireless communications andnetworking. Topics include transmissionfundamentals, wireless channel, coding techniquesand error control, satellite and cellular networks,cordless systems, mobile IP and management,multiple access techniques and wireless protocols,wireless LAN, IEEE 802.11, and adhoc and sensornetworks. Prerequisites: Hardware competency, ElecEng 243 or Comp Eng 213 and graduate standing.(Co-listed with Comp Eng 348 and Sys Eng 348)

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351 Advanced Electronic Circuits (LEC 3.0)Application of feedback theory, oscillators andfrequency standards, precision analog techniques,low-power circuit design, interfacing sensors,designing for high reliability, electronics for harshenvironments. Prerequisite: Elec Eng 254.

352 Photovoltaic Systems Engineering (LEC 3.0)Physics and characteristics of photovoltaic (solar) celltechnologies, electronic control of alternative energysources, site selection, array design, energy storagemethods, electrical code compliance, stand-alonesystems, grid-intertie systems, legal and economicconsiderations. Prerequisite: Senior or graduatestanding in Science or Engineering.

353 Power Electronics (LEC 3.0) Analysis, design,modeling, and control of switching mode powerconverter circuits for ac-dc, dc-dc, dc-ac, and ac-acconversion. Power semiconductor devices, passivecomponents, and non-ideal sources and loads.Applications to industry, consumer goods, electricvehicles, and alternative energy. Prerequisite: El Eng253.

354 Power Electronics Laboratory (LAB 2.0) Anintroduction to power electronic circuits is presented.Students will construct several dc/dc, dc/ac andac/dc converters. Various switching algorithms,including pulse width modulation, delta modulation,and hysteresis control will be developed to regulateand control the respective circuits. Prerequisite: Co-requisite Elec Eng 353.

355 High-Frequency Amplifiers (LEC 3.0) Analysis anddesign of high frequency amplifiers. Topics includeparameter conversions, activity and passivity,stability criteria, device operating conditions, Smithchart usage, matching networks, microstrip,scattering parameters, and practical applications.Prerequisites: El Eng 254, 271.

357 Communication Circuits (LEC 3.0) Analysis anddesign of circuits used in communication systems.Topics include RF semiconductor devices, low-noiseamplifiers, mixers, modulators, crystal oscillators,AGC circuits, highpower RF amplifiers, phase-lockedloops, impedence matching, and frequency-selectivenetworks and transformers. Prerequisites: El Eng254, preceded or accompanied by El Eng 243.

361 Computer-Aided Network Design (LEC 3.0)Analysis and design of active and passive electricnetworks. Theory and computer application,including methods for automatic formulation ofnetwork state equations, network tolerance, networkoptimization, and device modeling. Prerequisites: ElEng 253, 267.

363 Introduction To Circuit Synthesis (LEC 3.0)Fundamentals of linear circuit theory. Matrixformulation, and topological methods as applied tocircuit analysis. Properties of network functions andintroductory network synthesis. Prerequisite: El Eng267.

367 Computational Intelligence (LEC 3.0)Introduction to Computational Intelligence (CI),Biological and Artificial Neuron, Neural Networks,

Evolutionary Computing, Swarm Intelligence,Artificial Immune Systems, Fuzzy Systems, andHybrid Systems. CI application case studies coveredinclude digital systems, control, power systems,forecasting, and time-series predictions.Prerequisite: Stat 217. (Co-listed with Comp Eng 358and Sys Eng 367)

368 Introduction To Neural Networks &Applications (LEC 3.0) Introduction to artificialneural network architectures, adaline, madaline,back propagation, BAM, and Hopfield memory,counter propagation networks, self-organizing maps,adaptive resonance theory, are the topics covered.Students experiment with the use of artificial neuralnetworks in engineering through semester projects.Prerequisite: Math 229 or Math 204 or equivalent.(Co-listed with Sys Eng 378)

371 Interference Control in Electronic Systems (LEC3.0) Principles of high frequency effects in PCBs andcomponents, generation of unwanted radio-frequency (RF) signals by ICs, RF radiationmechanisms, shielding, and immunity againstelectrostatic discharge and RF signals. Prerequisites:Elec Eng 217 and 271.

372 Signal Integrity In High-Speed Digital & MixedSignal Design (LEC 3.0) Signal integrity ensuressignals transmitted over a propagation path maintainsufficient fidelity for proper receiver operation.Compromised signal integrity is often associated withparasitics (e.g. unintentional inductance,capacitance). Theory and CAD tools used for signalintegrity analysis of functioning designs.Prerequisites: El Eng 271 or Cp Eng 213, and Seniorstanding. (Co-listed with Cp Eng 372)

373 Antennas And Propagation (LEC 3.0) Propagatedfields of elemental dipole, directivity and gain,radiation resistance, the half-wave dipole, wireantennas, arrays, broadband antennas, apertureantennas, horn antennas, and antenna temperature.Prerequisite: El Eng 271.

374 Wave Propagation and Transmission Lines (LEC3.0) The materials in this course are intended toprovide a) follow up electromagnetics relatedcourses, b) electromagnetics related career includingRF design and c) a graduate degree inelectromagnetic related fields an in-depthunderstanding of the basics of wave propagation andtransmission lines. Prerequisite: Elec Eng 271.

375 Nondestructive Testing (LEC 3.0) Principles andapplications of various means of non-destructivetesting of metallic materials. Radiological inspectionmethods, ultrasonic testing, magnetic methods,electrical and eddy current methods and others.Prerequisite: Physics 24 or 25. (Co-listed with MetEng 305)

377 Microwave And Millimeter Wave EngineeringAnd Design (LEC 3.0) Introduce senior andgraduate students to the concept of microwave anmillimeter wave engineering and component designsuch as waveguide, couplers, detectors, mixers, etc.,including network theory and scattering matrix.


Finally, their application in various microwave circuitswill be discussed. Prerequisites: El Eng 253, 271.

378 Mechatronics (LEC 2.0 and LAB 1.0) This course willintroduce students to the basics of mechatronics (i.e.,the integration of mechanical, electrical, computer,and control systems). Students will learn thefundamentals of sensors and actuators for mechanicalsystems, computer interfacing, microcontrollers, real-time software, and control. Prerequisite: Mech Eng279 or equivalent. (Co-listed with Mech Eng 378, AeroEng 378 and Comp Eng 378)

379 Microwave Principles For Mixed-Signal Design(LEC 3.0) Transmission lines; coupled transmissionlines; microwave network analysis; impedancematching and tuning; design of microwave amplifiersand oscillators. Prerequisite: El Eng 271.

382 Teaching Engineering (LEC 3.0) Introduction toteaching objectives and techniques. Topics include:using course objectives to design a course;communication using traditional and cutting-edgemedia; textbook selection; assessment of studentlearning; grading; student learning styles;cooperative/active learning; and student discipline.Prerequisite: Graduate standing. (Co-listed with EngMg 370, Env En 382, Cp Eng 382, Cv Eng 382)

388 Introduction to Robotics (LEC 3.0) This courseprovides an introduction to robotics, covering robothardware, fundamental kinematics, trajectories,differential motion, robotic decision making, and anoverview of current topics in robotics. Prerequisite: A"C" or better in both Math 208 and Comp Sci 153.(Co-listed with Comp Sci 345 and Comp Eng 388)


391 Electrical Engineering Senior Project I (RSD 0.5and LAB 0.5) A complete design cycle. Working insmall teams, students will design, document,analyze, implement and test a product. Topicsinclude: Iteration in design, prototyping, groupdynamics, design reviews, making effectivepresentations, concurrent design, designing for test,ethics and standards, testing and evaluation.Prerequisites: Stat 217, Comp Eng 111, Econ 121 or122, Sp&MS 85, English 160, at least 3 of thefollowing: Elec Eng 205, Elec Eng 207, Elec Eng 215,Elec Eng 217, Elec Eng 271, Elec Eng 253.

392 Electrical Engineering Senior Project II (LAB 3.0)A continuation of El Eng 391. Prerequisite: El Eng 391.



402 Advanced Theory Of Electric Machines (LEC 3.0)Energy conversion, reference frame theory, transientand dynamic modeling of ac machines, simulation ofac machines, parameter identification, model-order

reduction, advanced topics depending on semestertaught. Prerequisite: El Eng 205.

403 Power System Reliability (LEC 3.0) Reliabilitydefinition and measures. Probability concepts andMarkov chains. Failure models and availabilitymodels. Generator system reliability. Loss of loadprobability method. Evaluation of transmissionnetwork reliability. Analysis of the electric powersystem reliability. Prerequisite: Stat 343 or El Eng343.

404 Power System Operations (LEC 3.0) Optimaldispatch operations, economic loading of powerplants, mathematical optimization, locationalmarginal pricing, optimal power flow; effect of hydroand wind power plants on system economics;contingency analysis and system security, stateestimation. Prerequisite: Elec Eng 307.

405 Power System Protection (LEC 3.0) Protectiverelaying incorporating electromechanical, solid stateand computer relaying methods for high voltagetransmission systems; instrument transformers;generator, transformer, line and bus protection;effect of system grounding; pilot protection and outof step relaying principles. Prerequisite: Elec Eng 303and 307.

406 Power System Stability (LEC 3.0) Synchronousmachine theory and modelling; AC transmission;power system loads; excitation systems; control ofactive and reactive power; small signal stability;transient stability; voltage stability; mid-term andlong-term stability; subsynchronous oscillations;stability improvement. Prerequisite: El Eng 207 orsimilar course.

407 Surge Phenomena In Power Systems (LEC 3.0)Study of transmission system insulation, distributedconstant lines, terminations, multiple reflections,lighting performance, characteristics of sustainedand switching overvoltages, surge voltages due tosystem faults, energizing and reclosing of circuitbreakers. Methods of reducing overvoltages toacceptable levels. Prerequisite: El Eng 307.

408 Computer Methods In Power System Analysis(LEC 3.0) Algorithms for large scale system solution,non-linear systems, ordinary differential equations,eigenvalue problems, modal information, andoptimization. Applications to power systems analysis.Prerequisite: Elec Eng 207 or similar course.

409 Advanced Electric Drive Vehicles (LEC 3.0) Thiscourse covers an entire range of advanced topicsrelated to the analysis, design, control, simulation,and optimization of electric, hybrid, and plug-in hybridpower-trains including the automotive applications ofadjustable speed motor drives, energy storagesystems, and advanced power converters.Prerequisite: Elec Eng 305 or Elec Eng 353.

420 Semiconductor Devices (LEC 3.0) Properties ofsemiconductors, junctions and transistors; highfrequency and high-current effects; recombinationprocesses; field-effect devices, semiconductordevices and microcircuits. Prerequisite: Graduatestatus in El Eng.


422 Integrated Microsystems Engineering (LEC 1.5and LAB 1.5) Theory and practice of multidisciplinaryintegrated microsystem technologies. The topicsinclude (1) micromachining technology, (2) review ofmechanical, optical, microfluidic and (bio) chemicalmicrosensors and microactuators, (3) hands-on labsession for design, fabrication, and characterizationof microsystems. Prerequisite: Graduate standing.

425 Electromagnetic Optics (LEC 3.0) Propagation,control, and modulation of laser radiation. Topicsinclude optical polarization, interference, layered andanisotropic media, electro-optic devices, acousto-optic devices, and nonlinear optics. Prerequisite: ElEng 271 or Physics 321.

429 Advanced Topics in Optics and Devices (LEC 3.0)Advanced topics of current interest in optics anddevices. Selected topics include semiconductormaterials, electronic devices, wave-based sensing,fiber optic systems, optoelectronics, and photonicengineering. Prerequisite: Graduate Standing.

431 Linear Control Systems (LEC 3.0) Review of linearalgebra, state variable formulations, solutions of stateequations; controllability and observability;multivariable systems, matrix-fraction decompositions;design of state and output feedback controllers andobservers; introduction to calculus of variations; linearquadratic regulators. Prerequisite: El Eng 231.

432 Optimal Control And Estimation (LEC 3.0) Reviewof linear quadratic regulators (LQR), LQR extensions;constrained optimization (Pontragin's minimumprinciple); review of probability theory and randomprocesses; optimal prediction and filters; frequencydomain properties of LQR and Kalman filters; linearquadratic Gaussian (LQG) control; modeluncertainties, frequency shaping, LQG/LTR designmethodology. Prerequisite: El Eng 431.

433 Current Topics In Control Theory (LEC 3.0)Topics of current interest in control theory literature.Offered as interest and demand warrant.Prerequisite: Consent of instructor.

434 Nonlinear Control Systems (LEC 3.0) Numericalsolution methods, describing function analysis, directand indirect methods of Liapunov stability,applications to the Lure problem - Popov circlecriterion. Applications to system design and feedbacklinearizations. Prerequisite: El Eng 431.

438 Robust Control Systems (LEC 3.0) Performanceand robustness of multivariable systems, linearfractional transformations, LQG/LTR advanced loopshaping, Youla parameterization, H (subscriptinfinity) optimal control, mixed H (subscript 2) and H(subscript infinity) control, controller synthesis formultiple objective optimal control, linear matrixinequalities theory and case studies. Prerequisite:Elec Eng 431.

439 Clustering Algorithms (LEC 3.0) An introduction tocluster analysis and clustering algorithms rooted incomputational intelligence, computer science andstatistics. Clustering in sequential data, massive dataand high dimensional data. Students will beevaluated by individual or group research projects

and research presentations. Prerequisite: At leastone graduate course in statistics, data mining,algorithms, computational intelligence, or neuralnetworks, consistent with student's degree program.(Co-listed with Comp Eng 439, Sys Eng 439, CompSci 449 and Stat 439)

441 Digital Signal Processing II (LEC 3.0) Continuationof El Eng 341. Effects of discrete noise sources indigital signal processing; discrete spectral analysis ofrandom signals; discrete time signal detection,estimation, and filtering algorithms. Prerequisites: ElEng 341 and 343 or 344 or Stat 343.

443 Wireless Ad hoc and Sensor Networks (LEC 3.0)Introduction to ad hoc and sensor networks, IEEEstandards, heterogeneity, quality of service, wirelesschannel issues, energy awareness, power andtopology control, routing, scheduling, rateadaptation, self-organization, admission and flowcontrol, energy harvesting, security and trust levels,hardware and applications. Prerequisite: Comp Eng348 or Comp Eng 349 or equivalent. (Co-listed withComp Eng 443 and Sys Eng 443)

444 Stochastic Signal Analysis II (LEC 3.0)Continuous-time stochastic signals, multi-dimensional signals, Wiener and matched filters, LMSequalization, non-linear systems with random inputs,spectral estimation and Markov chains.Prerequisites: Stat 343 or Elec Eng 344.

445 Statistical Decision Theory (LEC 3.0) Classicaldetection and estimation theory with applications;hypothesis testing, detection of known signals,matched filter receiver implementation, detection ofsignals with unknown parameters, sequential andnonparametric detection, detection of stochasticsignals: Parameter estimation theory with applicationto modulation. Prerequisite: El Eng 344.

446 Wireless Communications (LEC 3.0) Introductionto the principle of wireless communication systems.Topics include: wireless channel characteristics,cellular concepts, channel capacity analysis,transceiver architectures, diversity techniques,multiple access schemes, and practical wirelesssystems. Prerequisite: Elec Eng 343 or Elec Eng 344or equivalent.

447 Information Theory And Coding (LEC 3.0)Principles of information generation, transmissionand processing; quantitative measure of information,entropy source encoding; channels; mutualinformation; channel capacity; Shannon's secondtheorem for discrete channels; introduction to codingfor error controls; continuous information sources.Prerequisites: El Eng 343 or El Eng 344 or Stat 343.

448 Advanced Topics In Communications (LEC 3.0)Advanced topics of current interest incommunications and signal processing such asspread spectrum, digital processing ofcommunications, speech, and radar signals,applications of pattern recognition, communicationsnetworks, specialized coding topics. Repeatable foradditional credit toward degree each time a differentsubtitle offered. Prerequisite: El Eng 343 or 344.


453 Advanced Power Electronics (LEC 3.0) Thepurpose of this course is to cover selected areas ofpower electronics in greater depth. The topicscovered include small signal analysis of powerconverters, voltage- and current- mode control, softswitching techniques, power factor correctors, multi-level converters, and PWM techniques. Prerequisite:Elec Eng 353.

455 Advanced RF & Time Domain Measurements(LEC 2.0 and LAB 1.0) Advanced measurementtechniques and instrumentation: Oscilloscopes (Realtime and sampling, A/D conversion errors, Probing,Jitter, Noise), Spectrum analyzer (concepts,applications), Network Analyzer (concepts,calibration), Impedance measurements. Labexperiments are a main part of this class.Prerequisite: Graduate standing.

456 Signal Integrity, High Speed Digital and RFDesign Laboratory (LAB 3.0) This is an RF anddigital electronics design class. Student groups willdesign, manufacture and test RF and/or digitalcircuits during the class. Besides this project workthe lecture part will emphasize circuit design, layout,parasitic effects and design for testability.Prerequisite: Elec Eng 271.

458 Adaptive Critic Designs (LEC 3.0) Review ofNeurocontrol and Optimization, Introduction toApproximate Dynamic Programming (ADP),Reinforcement Learning (RL), Combined Concepts ofADP and RL - Heuristic Dynamic Programming (HDP),Dual Heuristic Programming (DHP), Global DualHeuristic Programming (GDHP), and Case Studies.Prerequisite: Elec Eng 368 Neural Networks orequivalent (Computational Intelligence Comp Eng301) (Co-listed with Comp Eng, Mech Eng, Aero Engand Sys Eng 458)

471 Advanced Electromagnetics I (LEC 3.0) Review ofMaxwell's equations, constitutive relations, andboundary conditions. Wave propagation andpolarization. Vector magnetic and electric potentials.Equivalent representations of fields, Babinet'sprinciple. Circular waveguides. Green's functions.Prerequisite: El Eng 271 or equivalent undergraduateelectromagnetics course.

473 Electromagnetic Waves II (LEC 3.0) Circularwaveguides, circular cavities, scattering by cylinders,apertures in cylinders, spherical cavities,orthogonality relationships, source of sphericalwaves, scattering by spheres, perturbational andvariational techniques, microwave networks, probesin cavities, and aperture coupling to cavities.Prerequisite: El Eng 471.

474 Computational Electromagnetics (LEC 3.0)Differential-equation based numerical methods-finiteelement, finite-difference, and finite-difference time-domain-for solving static and dynamic equations ofelectromagnetics. Applications considered are multi-conductor transmission lines, Maxwell's equations forradiation and scattering, and electric machinery.Prerequisite: El Eng 271.

475 Topics in EMC and High Speed Digital Design(LEC 3.0) This course will cover advanced topics inelectromagnetic compatibility and high speed digitaldesign that are not traditionally covered in othercourses. Topics will depend on the latestdevelopments in the field and on student needs.Prerequisite: Elec Eng 271.

477 Advanced Topics in Antenna Analysis andDesign (LEC 3.0) Introduction and discussion ofadvanced antenna design issues including:polarization, antenna synthesis and source modeling,broadband antennas, aperture and microstripantenna simulation and design, and antenna patternmeasurement techniques including near-field to far-field transformation. Prerequisite: Elec Eng 373 orequivalent.

481 Philosophy of Scientific Research (LEC 3.0)Organization and planning of research. Introductionto the philosophy and management of scientificresearch, particularly issues related to ethics,plagiarism, ownership of intellectual properties,research techniques, technical presentations andtime management. The course will address theseissues by integrating with case studies. (Co-listedwith Chem Eng 425, IDE 425, Civ Eng 485, Env Eng485, Comp Eng 481)

490 Special Research And Thesis (IND 0.0-15.0)Investigations of an advanced nature leading to thepreparation of a thesis or dissertation. Consent ofinstructor required.





Engineering ManagementCourses300 Special Problems (IND 0.0-6.0) Problems or



308 Economic Decision Analysis (LEC 3.0)Comprehensive treatment of engineering economyincluding effects of taxation and inflation; sensitivityanalysis; decisions with risk and uncertainty;decision trees and expected value, normally includessolutions on personal computer and student problemreport. Prerequisite: Graduate students withoutprevious course in engineering economy because ofpartial overlap.

309 Six Sigma (LEC 3.0) This course is an introductionto the principles of implementing the Six Sigmaphilosophy and methodology. Topics include toolsand methods including process flow diagrams, causeand effect diagrams, failure mode and effectsanalysis, gage R&R, capability studies, design ofexperiments and strategy for organizing six sigmatechniques in industry. Prerequisite: Stat 213 or Stat215 or graduate standing.

311 Human Factors (LEC 3.0) An examination ofhuman-machine systems and the characteristics ofpeople that affect system performance. Topicsinclude applied research methods, systems analysis,and the perceptual, cognitive, physical and socialstrengths and limitations of human beings. The focusis on user-centered design technology, particularly inmanufacturing environments. Prerequisite: Psych 50.(Co-listed with Psych 311)

313 Managerial Decision Making (LEC 3.0) Individualand group decision making processes and principlesfor engineers and technical managers with emphasison the limitations of human rationality and the rolesof social influence and organizational contexts;principles and skills of negotiation. Prerequisite:Senior or graduate standing.

314 Management for Engineers and Scientists (LEC3.0) The transition of the engineer or scientist tomanager; study of management roles and theory,organizational systems and behavior, managing andmotivating technical personnel, leadership,communication, processes, and customer focus.Prerequisite: Graduate standing.

320 Technical Entrepreneurship (LEC 3.0) Studentteams develop a complete business plan for acompany to develop, manufacture and distribute realtechnical/product service. Lectures & businessfundamentals, patents, market/ technicalforecasting, legal and tax aspects, venture capital,etc., by instructor and successful technicalentrepreneurs. Prerequisite: Senior or graduatestanding.

327 Legal Environment (LEC 3.0) Study of the effect ofthe legal environment on the decisions which theengineering manager must make. The courseinvestigates the social forces that produced thisenvironment and the responsibilities incumbent uponthe engineer.

344 Interdisciplinary Problems In ManufacturingAutomation (LEC 1.0 and LAB 2.0) Introduction tobasic techniques and skills for concurrent engineering,manufacturing strategies, product design, processplanning, manufacturing data management andcommunication are the topics covered. Studentsexperiment the design process through team projectsand structured manufacturing laboratory work. (Co-listed with Mc Eng 344, Ch Eng 384)

345 Energy and Sustainability ManagementEngineering (LEC 3.0) This course exploresstrategic processes and partnership required for themanagement of sustainable energy infrastructuresand innovation in energy systems. Topics relate torenewable energy, energy efficiencies, energyconversion, energy technology, and economicefficiency of energy sources. Prerequisite: Senior orGraduate Standing.

350 Risk Assessment and Reduction (LEC 3.0) Safe,secure manufacturing facilities protect the health ofemployees and the public, preserve the environment,and increase profitability. Methods for systematicallyidentifying hazards and estimating risk improve thesafety performance and security of manufacturingfacilities. Prerequisite: Senior or Graduate Standing.(Co-listed with Chem Eng 350)

351 Industrial Marketing Systems Analysis (LEC 3.0)An analysis of the factors of engineered products,customers, communication, promotion, personalselling, persuasion and management within adynamic industrial sales environment.

354 Integrated Product And Process Design (LEC3.0) Emphasize design policies of concurrentengineering and teamwork, and documenting ofdesign process knowledge. Integration of variousproduct realization activities covering importantaspects of a product life cycle such as "customer"needs analysis, concept generation, conceptselection, product modeling, process development,DFX strategies, and end-of-product life options.Prerequisite: Eng Mgt 253 or Mech Eng 253. (Co-listed with Mech Eng 357)

356 Industrial System Simulation (LEC 3.0)Simulation modeling of manufacturing and serviceoperations through the use of computer software foroperational analysis and decision making.Prerequisite: Stat 213 or 215.

357 Advanced Facilities Planning & Design (LEC 2.0and LAB 1.0) An integrated approach to the planningand design of facilities; examination of advancedtechniques and tools for facility location, spaceallocation, facility layout materials handling systemdesign, work place design; e.g. mathematicalprogramming and simulation modeling. Prerequisite:Eng Mgt 257 or instructor's permission.

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358 Integrated Product Development (LEC 1.0 andLAB 2.0) Students in design teams will simulate theindustrial concurrent engineering developmentprocess. Areas covered will be design,manufacturing, assembly, process quality, cost,supply chain management, and product support.Students will produce a final engineering product atthe end of the project. Prerequisite: Eng Mgt 354 orMech Eng 357 or Mech Eng 253 or Mech Eng 308.(Co-listed with Mech Eng 358)

361 Project Management (LEC 3.0) Organizationstructure and staffing; motivation, authority andinfluence; conflict management; project planning;network systems; pricing, estimating, and costcontrol; proposal preparation; project informationsystems; international project management.Prerequisite: Graduate Standing.

364 Value Analysis (LEC 3.0) An organized effort atanalyzing the function of goods or services for thepurpose of achieving the basic functions at thelowest overall cost, consistent with achieving theessential characteristics. Covers the basic philosophy,function analysis, FAST diagramming, creativitytechniques, evaluation of alternatives, criteriaanalysis, and value stream mapping. Prerequisite:Senior or graduate standing.

365 Operations Management Science (LEC 3.0)Application of management science with an emphasison supporting managerial decision-making. Designand operations of systems are modeled and analyzedusing quantitative and qualitative techniquesimplemented using modern technology. Specificapproaches include mathematical modeling andoptimization, probabilistic/statistical analysis, andsimulation. Prerequisite: Eng Mgt 253 with at least a"C" or graduate standing.

366 Business Logistics Systems Analysis (LEC 3.0)An analysis of logistics function as a total systemincluding inventory, transportation, order processing,warehousing, material handling, location of facilities,customer service, and packaging with trade-off andinteraction. Prerequisite: Stat 213 or 215.

369 Patent Law (LEC 3.0) A presentation of therelationship between patent law and technology forstudents involved with developing and protectingnew technology or pursuing a career in patent law.Course includes an intense study of patentability andpreparation and prosecution of patent applications.Prerequisite: Senior or graduate standing. (Co-listedwith Chem Eng 385)

370 Teaching Engineering (LEC 3.0) Introduction toteaching objectives and techniques. Topics include:using course objectives to design a course;communication using traditional and cutting-edgemedia; textbook selection; assessment of studentlearning; grading; student learning styles;cooperative/active learning; and student discipline.Prerequisite: Graduate standing. (Co-listed with EnvEn 382, Cp Eng 382, El Eng 382, Cv Eng 382)

372 Production Planning And Scheduling (LEC 3.0)Introduction to basic techniques of scheduling,manufacturing planning and control, just-in-timesystems, capacity management, master productionscheduling, single machine processing, constructiveAlgorithms for flow-shops, scheduling heuristics,intelligent scheduling systems are the topicscovered. Prerequisite: Eng Mg 282.

373 Intelligent Investing (LEC 3.0) In this course weexamine methods and tools, which support buildinga personal portfolio that leads to long-term wealthfor the owner. The approach is based on theteachings of Benjamin Graham and Warren Buffet.

374 Engineering Design Optimization (LEC 3.0) Thiscourse is an introduction to the theory and practiceof optimal design as an element of the engineeringdesign process. The use of optimization as a tool inthe various stages of product realization andmanagement of engineering and manufacturingactivities is stressed. The course stresses theapplication of nonlinear programming methods.Prerequisite: Math 204 or 229.

375 Total Quality Management (LEC 3.0) Examinationof various quality assurance concepts and theirintegration into a comprehensive qualitymanagement system: statistical techniques, FMEA's,design reviews, reliability, vendor qualification,quality audits, customer relations, informationsystems, organizational relationships, motivation.Prerequisite: Senior or graduate standing.

376 Introduction To Quality Engineering (LEC 3.0)This course is an introduction to the theory andpractice of quality engineering with particularemphasis on the work of Genichi Taguchi. Theapplication of the quality loss function, signal to noiseratio and orthogonal arrays is considered in-depth forgeneric technology development; system, productand tolerance design; and manufacturing processdesign. The emphasis of the course is off-line qualitycontrol. Other contributions in the field are alsoconsidered. Prerequisite: Eng Mg 375.

377 Introduction To Intelligent Systems (LEC 3.0)Introduction to the design of intelligent systems.Topics include: definitions of intelligence, rule-basedexpert systems, uncertainty management, fuzzylogic, fuzzy expert systems, artificial neuralnetworks, genetic algorithms and evolutionarycomputation, hybrid systems, and data mining.Prerequisite: Graduate or senior standing.

381 Management And Methods In Reliability (LEC3.0) Study of basic concepts in reliability as theyapply to the efficient operation of industrial systems.Prerequisite: Stat 213 or 215 or 343.

382 Introduction To Operations Research (LEC 3.0)Mathematical methods for modeling and analyzingindustrial systems, topics including linearprogramming, transportation models, and networkmodels. Prerequisite: Stat 213 or 215.

383 Packaging Management (LEC 3.0) Provides acomprehensive background in the field of packagingand its place in productive systems. Emphasizes the

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design or economics of the system. Analyzes themanagement of the packaging function andinterrelationship with other functions of anenterprise.

385 Statistical Process Control (LEC 3.0) Thetheoretical basis of statistical process controlprocedures is studied. Quantitative aspects of SPCimplementation are introduced in context along witha review of Deming's principles of qualityimprovement and a brief introduction to samplinginspection Prerequisite: Stat 213 or 215.

386 Safety Engineering Management (LEC 3.0) Thiscourse is an introduction to the principles of safetyengineering applied to industrial situations. Jobsafety analysis, reduction of accident rates,protective equipment, safety rules and regulations,environmental hazards, health hazards, andergonomic hazards are covered. Prerequisite: Senioror graduate standing.

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Not for graduate credit. Not more thansix (6) credit hours allowed for graduation credit.Subject and credit to be arranged with the instructor.Consent of instructor required.



408 Financial Risk Management (LEC 3.0) Techniquesand methods for managing financial risk, includingportfolio theory, Monte Carlo methods, ARIMA, timeseries forecasting, Value-at-Risk, stress testing,extreme value theory, GARCH and volatilityestimation, random variables and probabilitydistributions, real options, decision trees, utilitytheory, statistical decision techniques, and gametheory. Prerequisites: Eng Mgt 308, 352, orequivalent. (Co-listed with Sys Eng 408)

409 Design for Six Sigma (LEC 3.0) Principles of Designfor Six Sigma for product development.Topics includetools and methods including quality functiondeployment, concept generation, concept selection,product modeling, process development, DFXstrategies, failure mode and effects analysis, designof experiments, TRIZ, and robust design.Prerequisite: Eng Mgt 309.

410 Seminar (IND 0.0-6.0) Discussion of current topics.411 Human Systems Integration (LEC 3.0) This

course considers Human Systems Integration (HSI)in a variety of applications including systemsacquisition and training, HSI tools, techniques, andprocedures. Prerequisite: Eng Mgt 311 or Psych 311

418 Leadership for Engineers (LEC 3.0) Providesengineers with a background in leadership conceptsand principles; enables students to develop practicalskills in leading and managing through multiplepersonal assessment. Topics include leadershipstyles, managing commitments, conflict resolution,

change management, emotional intelligence, teamdynamics and business ethics. Prerequisite: Eng Mgt313 or Psych 374. (Co-listed with Psych 418)

420 Technological Innovation Management (LEC3.0) Technological innovation is new technologycreating new products and services. This coursestudies the issues of managing technologicalinnovation under four topics: 1) Innovation; 2) NewVentures; 3) Corporate Research & 4) R&DInfrastructure. Prerequisite: Eng Mg 314.

434 Advanced Manufacturing Systems Integration(LEC 2.0 and LAB 1.0) The integration of newtechnology and information processing concepts forcontrolling the manufacturing systems. Advancedtopics in computer integrated manufacturingsystems, industrial robots, CNC machine tools,programmable controllers, material handlingsystems, manufacturing planning and control.

441 Case Studies In General Management (LEC 3.0)A quantitative study of engineering managementproblems related to the functioning of the industrialenterprise through case studies. Prerequisite:Preceded or accompanied by an Eng Mg 400 levelcourse.

451 Advanced Marketing Management (LEC 3.0)Study of marketing decision areas in the technicallybased firm, including product selection anddevelopment, marketing research, marketdevelopment, distribution, advertising, andpromotion. Pricing policies including legal aspectsand problems in selecting, training and controllingfield sales force. Examination of interaction withinconsumer and industrial marketing environments.Prerequisites: Eng Mg 314, Econ 122.

452 Advanced Financial Management (LEC 3.0)Principles of financial organization and managementin the technological enterprise; demands for funds;internal and external supply of funds; budgetarycontrol; reserve and dividends policy. Emphasizessystems approach and problems of engineeringdesign and automation as they influence financialdecisions. Prerequisite: Eng Mgt 352.

454 Advanced Production Management (LEC 3.0)Examination of responsibilities of productionmanager in the technological enterprise for providingfinished goods to meet the quality, price, quantityand specification needs of the market place. Studyof functions of production manager. Quantitativeapproach to decision making in productionmanagement. Prerequisites: Senior or graduatestanding and advanced mathematical modelingcompetence.

456 Advanced Personnel Management (LEC 3.0)Current practices of procurement and maintenanceof technical personnel in research, development, anddesign organizations. Adaptation of such personnelto the technological enterprise, current practices inpersonnel administration, labor managementrelationships. Prerequisite: Eng Mg 314.

160 - Engineering Management Courses

457 Markov Decision Processes (LEC 3.0) Introductionto Markov Decision Processes and DynamicProgramming. Application to Inventory Control andother optimization and control topics. Prerequisite:Graduate standing in background of probability orstatistics. (Co-listed with Comp Eng 457, Mech Eng447, Aero Eng 457 and Comp Sci 457)

458 Case Studies in Project Management (LEC 3.0)Includes the main components of the ProjectManagement Institute (PMI) Body of Knowledge;case studies in project management including projectimplementation, organizational structures, projectestimating, project scheduling, project riskmanagement, and conflict management.Prerequisite: Eng Mgt 361 or equivalent.

460 Advanced Topics in Simulation Modeling (LEC3.0) Design and analysis of distributed systems usingdiscrete-event simulations and synchronization ofdistributed models. Design and implementation offinite state automata and simulation models ascontrol execution systems. Functioning of real-time,agent-based, and multipass simulations.Prerequisite: Eng Mgt 356 or Graduate standing.

461 Global Project Management (LEC 3.0) In depth andadvanced topics in project management includingproject management methodologies, strategicplanning for excellence, project portfolio management,integrated processes, culture, and behavioralexcellence; normally includes a hands-on groupproject. Prerequisite: Eng Mgt 361 or equivalent.

465 Mathematical Programming (LEC 3.0) Anintroduction to linear optimization and itsengineering applications; problem modeling, search-based optimization, the simplex method for solvinglinear problems, multi-objective optimization,discrete dynamic programming. Applications ofoptimization in the fields such as transportation,project management, manufacturing and facilitylocation will be discussed. Prerequisites: Stat 213 orequivalent and (Eng Mg 382 or Math 203 or Math208) (Co-listed with Math 465)

472 Lean Manufacturing Systems (LEC 3.0) Leanmanufacturing is a total enterprise philosophy builton increasing the synergy between humans andtechnological systems. Use of various concepts suchas flow, just-in-time, lead times, inventory turns,standardized work, pull system, value streams, quickchangeover, workplace organization, and visualcontrols are covered to improve systemperformance. Prerequisites: Graduate standing, andEng Mg 372 or equivalent.

475 Quality Engineering (LEC 3.0) This course is anexamination of the theory and practice of qualityengineering with particular emphasis on the work ofGenichi Taguchi. The application of the quality lossfunction, signal to noise ratio and orthogonal arraysis considered indepth for generic technologydevelopment; system, product and tolerance design;and manufacturing process design. The emphasis ofthe course is off-line quality control. Prerequisites:Eng Mg 375 and Math 229 or equivalent.

476 Advanced Engineering Management Science(LEC 3.0) Solving of managerial problems utilizingmanagement science techniques. Problems areanalyzed, modeled and solved using such techniquesas linear, goal, dynamic, programming, simulation,statistical analysis or other non-linear methods.Solutions will involve the use of personal ormainframe computers. A study of the currentliterature in management science will also beconducted. Prerequisite: Eng Mg 382 or graduatestanding.

477 Tolerance Design (LEC 3.0) This course is anexamination of the theory and practice of allowanceallocation for high quality and low cost manufactureof mass-produced consumer products, includingtechnology intensive products, such as automobiles,trucks, military and commercial airplanes, computersand consumer electronics. Prerequisite: Eng Mgt 375or equivalent.

480 Investment (LEC 3.0) An introduction to the theoryand practice of investment, including financialmarkets and instruments, security trading, mutualfunds, investment banking, interest rates, riskpremiums, the capital asset pricing model, arbitragepricing theory, market efficiency, bonds and the fixedincome market, equity valuation, fundamental andtechnical analysis. Prerequisites: Eng Mgt 208, 308,352, or equivalent. (Co-listed with Sys Eng 480)

481 Financial Engineering (LEC 3.0) An introduction tofinancial engineering, with an emphasis on financialderivatives, including the future markets, the pricingof forwards and futures, forward rate agreements,interest and exchange rate futures, swaps, theoptions markets, option strategies, the binomial andBlack-Scholes models for option valuation, the optionGreeks, and volatility smiles. Prerequisites: Eng Mgt308, Eng Mgt 352; Eng Mgt 480 or Sys Eng 480 orequivalent. (Co-listed with Sys Eng 481)

482 Financial Engineering II (LEC 3.0) This courseintroduces advanced topics in financial engineering,which includes introduction to Wienver processes,martingales and Ito's lemma; basic numericalmethods for options pricing, exotic options; interestrate models; stochastic volatility models and jump-diffusion models; and value-at-risk. Prerequisite: EngMgt/Sys Eng 481. (Co-listed with Sys Eng 482)

489 Advanced Research Methodology InEngineering Management (LEC 3.0) An advancedstudy of research methodology techniques andtheories in conducting research activities. Theresearch problems, hypotheses, literature search,data requirements and analyses, interpretation andpresentation of results are examined. Prerequisite:Graduate standing.


493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examinations foron-campus M.S./Ph.D. students may be processedduring intersession. Off-campus M.S. students must

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be enrolled in oral examination and must have paidan oral examination fee at the time of thedefense/comprehensive examination (oral/ written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.


Environmental EngineeringCourses300 Special Problems (IND 0.0-6.0) Problems or

readings on specific subjects or projects in thedepartment.


360 Environmental Law And Regulations (LEC 3.0)This course provides comprehensive coverage ofenvironmental laws and regulations dealing with air,water, wastewater, and other media. The primaryfocus is permitting, reporting, and complianceprotocols. The course topics include U.S. andinternational legal systems and judicial processes,liability, enforcement, Clean Air Act, Clean Water Act(NPDES) permitting), Safe Drinking Water Act,OSGA, TSCA, RCRA, and CERCLA. Case studies willbe emphasized. (Co-listed with Cv Eng 360)

361 Remediation Of Contaminated GroundwaterAnd Soil (LEC 2.0 and LAB 1.0) Course coverscurrent in-situ and ex-situ remediation technologies.Current literature and case studies are utilized toprovide the focus for class discussions and projects.Prerequisites: Cv Eng 265, Ge Eng 337 or GraduateStanding. (Co-listed with Cv Eng 361)

362 Public Health Engineering (LEC 3.0) Acomprehensive course dealing with theenvironmental aspects of public health.Prerequisites: Cv Eng 261 with grade of "C" or better.(Co-listed with Cv Eng 362)

363 Solid Waste Management (LEC 3.0) A systematicstudy of the sources, amounts and characteristics ofsolid wastes and methods used for their collection,reclamation, and ultimate disposal. Prerequisites: CvEng 261 with grade of "C" or better; or graduatestanding. (Co-listed with Cv Eng 363)

364 Environmental Systems Modeling (LEC 3.0)Introductory course in modeling environmentalsystems. Course will focus on contaminant fate andtransport in the environment. Models will bedeveloped that will include physical, chemical andbiological reactions and processes that impact this

fate. Prerequisites: Env En/Cv Eng 261, Env En/CvEng 262 and Env En/ Cv Eng 263; or Graduatestanding. (Co-listed with Cv Eng 364)

365 Sustainability, Population, Energy, Water, andMaterials (LEC 3.0) This course will examine theconcepts regarding the continued advancement ofhumankind while maintaining our ecological niche onearth. Key topics include: population growth,poverty, and impacts of development; energyconsumption, sources, storage, conservation andpolicy; water quality and quantity; materials andbuilding; and policy implications. Prerequisite: Senioror graduate standing. (Co-listed with Civ Eng 365and Arch Eng 365)

366 Indoor Air Pollution (LEC 3.0) By developing apractical understanding of indoor air pollutionsources, physics, chemistry and consequences,students will learn how radon, cigarette smoke, VOCsfrom furnishings, and so forth affect indoor airquality and apply engineering analyses to specifyventilation rates, choose furnishings and minimizeoccupant exposure to pollutants. Prerequisite: CivEng 261 or Mech Eng 371 or Graduate Status. (Co-listed with Civ Eng 366 and Arch Eng 366)

367 Introduction To Air Pollution (LEC 3.0)Introduction to the field of air pollution dealing withsources, effects, federal legislation, transport anddispersion and principles of engineering control.Prerequisite: Cv Eng 230 or equivalent; or graduatestanding. (Co-listed with Cv Eng 367)

368 Air Pollution Control Methods (LEC 3.0) Study ofthe design principles and application of the state-ofthe-art control techniques to gaseous andparticulate emissions from fossil fuel combustion,industrial and transportation sources. Prerequisite:Cv Eng 230 or equivalent; or graduate standing. (Co-listed with Cv Eng 368)

369 Environmental Engineering Design (LEC 2.0 andLAB 1.0) Functional design of water and wastewaterfacilities and other environmental cleanup systems.Prerequisite: Civ Eng 265 or Env Eng 265. (Co-listedwith Civ Eng 369)

380 Water Resources And Wastewater Engineering(LEC 3.0) Application of engineering principles to theplanning and design of multipurpose projectsinvolving water resources development andwastewater collection/treatment/disposal systems.Latest concepts in engineering analysis are appliedto evaluation of alternative solutions. Prerequisites:Cv Eng 233, 235, 265. (Co-listed with Cv Eng 380)

382 Teaching Engineering (LEC 3.0) Introduction toteaching objectives and techniques. Topics include:using course objectives to design a course;communication using traditional and cutting-edgemedia; textbook selection; assessment of studentlearning; grading; student learning styles;cooperative/active learning; and student discipline.Prerequisite: Graduate standing. (Co-listed with EngMg 370, Cp Eng 382, El Eng 382, Cv Eng 382)

162 - Environmental Engineering Courses


400 Special Problems (IND 0.0-6.0) Problems orreadings on specific subjects or projects in thedepartment. Consent of the instructor required.


410 Seminar (IND 0.0) Discussion of current topics.460 Chemical Principles In Environmental

Engineering (LEC 3.0) The course developsfundamental chemical and physical principlesunderlying environmental engineering systemsincluding drinking water, groundwater, and wastewatertreatment; and natural environmental processes.Topics include adsorption, complex formation, acid-base equilibria, solubility, mass transfer and diffusion,electrochemistry, and chemical kinetics. Prerequisite:Graduate Standing. (Co-listed with Cv Eng 460)

461 Biological Principles In EnvironmentalEngineering Systems (LEC 2.0 and LAB 1.0) Coursecovers the fundamental biological and biochemicalprinciples involved in natural and engineeredbiological systems. (Co-listed with Cv Eng 461)

462 Physicochemical Operations In EnvironmentalEngineering Systems (LEC 3.0) Course coversphysicochemical operations and design in water,wastewater and aqueous hazardous waste treatmentsystems including coagulation, precipitation,sedimentation, filtration, gas transfer, chemicaloxidation and disinfection, adsorption, ion exchange.Prerequisite: Civ Eng 230 or equivalent. (Co-listedwith Civ Eng 462 and Chem Eng 470)

463 Biological Operations In EnvironmentalEngineering Systems (LEC 3.0) Course coversbiological operations and design in water, wastewaterand aqueous hazardous waste treatment systemsincluding modeling of biological treatment processes;and design of activated sludge systems, tricklingfilters, rotating biological contractors, lagoons,nitrification and denitrification, and digestionprocess. Prerequisite: Cv Eng 230 or equivalent. (Co-listed with Cv Eng 463)

464 Industrial And Hazardous Waste Treatment(LEC 2.0 and LAB 1.0) Course covers fundamentalsof industrial and hazardous wastewater treatmentsystems and characterization including physical,chemical and biological processes and laboratorypilot plant investigations. (Co-listed with Cv Eng 464)

465 Environmental Engineering Analysis Laboratory(LEC 1.0 and LAB 2.0) Environmental Engineeringanalytical principles and techniques applied to thequantitative measurement of water, wastewater andnatural characteristics, and application of advancedinstrumentation methods in EnvironmentalEngineering. Prerequisite: Cv Eng 261 or equivalent,with a grade of "c" or better. (Co-listed with Cv Eng465)

467 Environmental Chemistry (LEC 2.0 and LAB 1.0)This course covers the fundamental and appliedaspects of environmental chemistry includinginorganic, organic, and analytical chemical principles.The course emphasizes the aquatic environmentaland covers gas laws and solubility, chemicalmodeling, equilibria, acid-base and complexationrelationships, oxidation and photochemical reactions.Prerequisite: Graduate standing in engineering orscience curricula. (Co-listed with Cv Eng 467)

485 Philosophy of Scientific Research (LEC 3.0)Organization and planning of research. Introductionto the philosophy and management of scientificresearch, particularly issues related to ethics,plagiarism, ownership of intellectual properties,research techniques, technical presentations andtime management. The course will address theseissues by integrating with case studies. (Co-listedwith Chem Eng 425, IDE 425, Civ Eng 485, Elec Eng481, Comp Eng 481)

490 Research (IND 0.0-15.0) Investigations of anadvanced nature leading to the preparation of athesis or dissertation. Prerequisite: Consent ofinstructor.


Explosives Engineering Courses301 Special Topics (Variable 0.0-6.0) This course is

designed to give the department an opportunity totest a new course. Variable title.

305 Explosives Handling And Safety (LEC 3.0) Basichandling & safety for explosives, explosive devicesand ordnance related to laboratory handling, testing,manufacturing & storage, for both civil and defenseapplications. Prerequisites: Min Eng 151, Exp Eng307, successful background check.

307 Principles Of Explosives Engineering (LEC 2.0and LAB 1.0) Theory and application of explosives inthe mining industry; explosives, initiating systems,characteristics of explosive reactions and rockbreakage, fundamentals of blast design, drilling andblasting, regulatory and safety considerations.Prerequisites: Min Eng 151; accompanied orpreceded by Civ Eng 215 or Geology 220 or Geology125; Successful background check.. (Co-listed withMin Eng 307)

309 Commercial Pyrotechnics Operations (LEC 2.0and LAB 1.0) Provide participants with trainingpreparing for Missouri Licensed Display Operator(Outdoor) License and advanced lead pyrotechnic

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operator training. Class work will be complementedby practical training in laboratory sessions,culminating in a full pyrotechnic show, from start tofinish. Prerequisites: Both Chem 1 and Chem 2 ortheir equilvalent, US Citizen or permanent resident,Successful background check, resident enrollment atMissouri S&T.

313 Stage Pyrotechnics and Special Effects (LEC 1.0and LAB 2.0) Use of energetic materials in closeproximity to audiences. Provide participants withtraining preparing for Missouri Pyrotechnics DisplayOperators License. Covers: close proximity indoorand outdoor pyrotechnics and special effects.Working with stage crews and talent, safety andpermitting. Prerequisites: Both Chem 1 and Chem 2or their equilivant; US Citizen or permanent resident,successful background check, resident enrollment atMissouri S&T.

350 Blasting Design And Technology (LEC 2.0 andLAB 1.0) Advanced theory and application ofexplosives in excavation; detailed underground blastdesign; specialized blasting including blast casting,construction and pre-splitting. Introduction toblasting research. Examination of field applications.Prerequisites: Min Eng 307. Student must be at least21 years of age. Successful background check. (Co-listed with Min Eng 350)

351 Demolition of Buildings and Structures (LEC 2.0and LAB 1.0) Provide participants with basics andsolid grounding in the equipment, techniques andprocesses required for the demolition andremediation of mine plant and processing equipmentsites and non-mining structures such as buildings,factories, bridges, etc. Field trip required.Prerequisites: Preceded or accompanied by Civ Eng50 or IDE 140; US citizen or permanent resident;successful background check.



402 Environmental Controls For Blasting (LEC 2.0and LAB 1.0) Advanced blast mechanics; overbreakcontrol including comprehensive coverage ofperimeter and smoothwall specialist blastingtechniques and geotechnical factors affecting blastvibration, limits analysis monitoring and control; airblast control including limits, monitoring andatmospheric and topographic effects. Prerequisites:Min Eng 307, successful background check. (Co-listed with Min Eng 402)

406 Scientific Instrumentation For ExplosivesTesting & Blasting (LEC 1.0 and LAB 2.0)Application of scientific principles, equipmentdescription and operation for instrumentation ofexplosive events including blasting. Topics: Blastchamber design, set up, high-speed photography,motion detection and measurement, explosivessensitivity testing, explosives properties testing,

vibration measurement & analysis, destruction &demilitarization. Prerequisite: Exp Eng 307 andsuccessful background check.

407 Theory Of High Explosives (LEC 3.0) Study of theapplication of chemical thermodynamics and thehydrodynamic theory to determine the properties ofhigh explosives; application of detonation theory tosteady-state detonations in real explosives;application of the above to the blasting action ofexplosives. Prerequisite: Successful background checkand Graduate Standing. (Co-listed with Min Eng 407)

408 Regulatory Issues the Explosives Industry (LEC3.0) Comprehensive coverage of the federalregulations governing the explosives industry,including those governing storage of explosives(ATF), transportation of explosives (DOT and TSA),the environment (EPA) and use of explosives (OSM,MSHA & OSHA). Prerequisite: Graduate Standing.


497 Graduate Cooperative Experience (LAB 3.0)Students on an approved internship will complete aproject designed by the advisor and employer. Theproject selected must require that student applycritical thinking skills and discipline specificknowledge in the work setting. A major report and aformal presentation are required. Prerequisite: 12hours Exp Eng coursework.

498 Industry Project (LAB 3.0) Students who arecurrently employed may complete a project in theirwork setting designed by the advisor and employer.The project selected must require that student applycritical thinking skills and discipline specific knowledge.A major report and a formal presentation are required.Prerequisite: 12 hours Exp Eng coursework.

Geological Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



310 Seminar (RSD 0.5) Discussion of current topics.(Course cannot be used for graduate credit).Prerequisite: Senior standing. (Co-listed with Geology310, Pet Eng 310)

311 Introduction to International Engineering andDesign Lab (LAB 1.0) The lab for multi-disciplinarydesign will be as follows: Students will develop awork plan to address design objectives and otherconsiderations including scheduling, budgeting,environmental impacts, and life cycle design.Prerequisites: Senior standing, instructor approval,accompanied by Geo Eng 345.

315 Geostatistical Methods in Engineering andGeology (LEC 3.0) Study of statistical methods inengineering and geological applications including siteinvestigations and environmental data analyses.

164 - Geological Engineering Courses

Introduction to spatial correlation analysis andgeostatistical techniques such as kriging for resourceevaluation and estimation.

331 Subsurface Hydrology (LEC 3.0) Introduction to thetheory and engineering concepts of the movement ofsubsurface fluids. Properties of water and othersubsurface fluids. Hydraulic characteristics of earthmaterials. Engineering problems related to subsurfacefluids. Prerequisites: Geo Eng 50, Math 204.

333 Risk Assessment In Environmental Studies (LEC3.0) This course will present the concepts requiredto assess the human health and environmental risksresulting from contaminants in soil and groundwater.Course topics include evaluation of data sets,exposure calculation, chemical fate and transport,and development of conceptual site models.

335 Environmental Geological Engineering (LEC 3.0)Introduction to engineering geologic mapping for siteselection for solid waste disposal facilities; landfill siteselection, design, permitting, construction, operation,and closeout/reclamation. Prerequisites: Ge Eng 275,accompanied or preceded by Cv Eng 215.

336 Geophysical Field Methods (LEC 2.0 and LAB 1.0)Imaging of selected subsurface features andengineering structures using various geophysicaltools. Special emphasis is placed on groundpenetrating radar and surface wave techniques. Onefield trip at student expense required. Prerequisite:Junior level standing or higher. (Co-listed withGeophys 336)

337 Geological Aspects Of Hazardous WasteManagement (LEC 3.0) Nature and classification ofhazardous wastes; federal and state regulation fortreatment and disposal; geological characterizationof facility sites; design of impoundments, storageand containment facilities; ground water monitoringand protection; site permitting and licensingplanning. Prerequisite: Ge Eng 275.

339 Groundwater Remediation (LEC 3.0) A survey ofconventional and innovative techniques forremediation of contaminated groundwater. Topicsinclude groundwater cleanup standards, physico-chemical properties of groundwater andcontaminants, fate and transport of contaminants inthe subsurface, hydrogeologic site characterization,and selection process of a remedial technology.Various computer programs developed to assist inpreliminary selection and design of remediationtechnologies will be used. Prerequisite: Ge Eng 331.

341 Engineering Geology And Geotechnics (LEC 3.0)Study of procedures and techniques used to evaluategeologic factors for site selection and the design ofengineered structures. Prerequisite: Ge Eng 275.

342 Military Geology (LEC 3.0) This course willfamiliarize geologists, geophysicists, civil andgeological engineers with the fundamental principlesof physical geology, geohydrology and geomorphologyas applied to military problems, such as developmentof fortitications, core infrastructure, water resourcesand combat engineering requirements. Prerequisite:Ge Eng 275 or graduate standing.

343 Subsurface Exploration (LEC 2.0 and LAB 1.0)Lectures and field and laboratory exercises in the useof geologic and geophysical techniques for evaluationof subsurface geology and resources. Prerequisite:Cv Eng 215 or Pe Eng 131.

344 Remote Sensing Technology (LEC 2.0 and LAB1.0) Principles of digital image processing includingimage enhancement and multispectral classification.Emphasis upon design and implementation of remotesensing systems and analysis of remotely senseddata for geotechnical and environmentalinvestigations. Prerequisite: Geo Eng 248. (Co-listedwith Geology 344)

346 Applications Of Geographic InformationSystems (LEC 2.0 and LAB 1.0) Applications ofGeographical Information Systems and remotesensing to environmental monitoring, mineralresource exploration, and geotechnical siteevaluation. Prerequisite: Geo Eng 275 or consent ofinstructor. (Co-listed with Geology 346)

347 Introduction to International Engineering andDesign (LEC 2.0) A multi-disciplinary design coursefocused on sustainable design and technologytransfer to developing countries. Students willdevelop a work plan to address design objectives andother considerations including scheduling, budgeting,environmental impacts, and life cycle design.Prerequisites: Senior standing, instructor approval,accompanied by Geo Eng 311.

350 Geological Engineering Design (LEC 2.0 and LAB1.0) Geological engineering design is an open-endedproject course requiring the collection of data,analysis and synthesis of that data and design of asocially acceptable, economical solution to theselected problem. Oral and written reports arerequired. Prerequisite: To be taken in the semesterbefore graduation.

352 International Engineering and Design (LEC 3.0)A multi-disciplinary engineering course focused onsustainable design and technology transfer todeveloping countries. Course includes elements oftraditional capstone design classes. Experientiallearning through competitions and/or field work is amajor component of the class. Prerequisite: Seniorstanding, instructor approval. (Co-listed with MetEng 352 and Cer Eng 352)

353 Regional Geological Engineering Problems InNorth America (LEC 3.0) A physiographic approachto engineering materials and problems. Courseemphasizes the distribution and engineeringcharacteristics of soil and rock to construction andsite problems and includes aggregates, foundations,excavations, surface and ground water, slopestability and arctic conditions.

356 Renewable Energy Systems (LEC 3.0)Introduction to the theory and performanceprediction of typical renewable energy systems suchas, but not limited to, those based on energy fromthe sun, wind and water, and geothermal. The use ofenvironmental data, including stochastic modeling,for renewable energy system (including wind turbine,

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photovoltaic, and geothermal) design is addressed.Prerequisites: Math 204, Phys 24, and preceded oraccompanied by Stat 217 or Geo Eng 315. Junior orsenior status is required.

361 Transportation Applications of Geophysics (LEC2.0 and LAB 1.0) Overview of geophysical and non-destructive test methods that are commonly used toinvestigate transportation structures and theirfoundations. Emphasis is placed on bridge systemsubstructure, bridge system superstructure,pavement, roadway subsidence, subsurfacecharacterization and vibration measurements.Prerequisite: Junior level standing or higher. (Co-listed with Geophys 361 and Civ Eng 351)

371 Rock Engineering (LEC 3.0) Data requirements fordesign; engineering properties of rock;characterization of fractures and rock masses;stereonet analysis of discontinuities; graphic analysisof failure; ground stress distribution; tunnelconstruction methods; ground support principles;selection of tunneling equipment; and specificationsfor underground construction. Prerequisite: Ge Eng275.

372 Soil Science In Engineering Practice (LEC 3.0) Astudy of the ways in which soils and geologicconditions influence engineered projects. Soilformation, soil chemistry and properties to includecomposition, organic component, ion exchange andwater relationships as well as erosion control andrevegetation will be covered. Prerequisite: Ge Eng275.

373 Geologic Field Methods (LAB 3.0) Field practice ingeologic mapping and interpretaton in the WesternUnited States using topographic base maps andaerial photos. Emphasizes the description andinterpretation of stratigraphic sections, sedimentaryand tectonic structures. Prerequisite: Two courses ineither Geology or Geological Engineering.

374 Geological Engineering Field Methods (LAB 3.0)Instruction in methods of field investigation requiredfor geological engineering studies. Course will includeprocedures for qualitative and quantitative datacollection for characterizing surficial geologicconditions, groundwater and surface waterinvestigations, and other engineering activities.Written reports and field trip required.

375 Aggregates And Quarrying (LEC 3.0) Propertiesand uses of aggregates. Finding aggregate depositsand methods of extraction. Aggregate processing.Aggregate testing. Economics and politics ofaggregates. Special topics in aggregates andquarrying. Prerequisites: Ge Eng 50, Ge Eng 275.

376 Environmental Aspects Of Mining (LEC 3.0)Permitting: the legal environment of reclamation andenvironmental impact assessment; post-mining land-use selection and mine planning for optimumreclamation of all mines: metal, nonmetal, and coal;unit operations of reclamation; drainage, backfill, soilreplacement, revegetation, maintenance, etc.Prerequisites: Ge Eng 50; Mi Eng 324 and 326 orprereq./coreq. Cv Eng 215. (Co-listed with Mi Eng 376)

381 Intermediate Subsurface Hydrology AndContaminant Transport Mechs (LEC 3.0) A studyof the physical/chemical properties of rocks andsediments in the subsurface environment. Emphasisis put on waterrock properties such as permeability,capillarity, and mechanical dispersion. Bothmicroscopic and macroscopic approaches are used.Prerequisites: Cv Eng 230 & Ge Eng 331.

382 Environmental And Engineering Geophysics(LEC 2.0 and LAB 1.0) An introduction to the theoryand application of the gravity, magnetic, resistivity,self-potential, induced polarization and electromagneticmethods as applied to the solution of engineering andenvironmental problems. Prerequisite: Math 22. (Co-listed with Geophys 382)




410 Seminar (RSD 1.0) Discussion of current topics.Prerequisite: Graduate student.

425 Applications in Geological Engineering (LEC3.0) Content is focused on practical aspects ofgeological engineering. Geotechnical, environmentaland geohydrologic case studies are presented toillustrate concepts and relate theory to applications.

431 Advanced Subsurface Hydrology (LEC 3.0)Advanced treatment of selected topics in subsurfacehydrology, including groundwater contamination,contaminant transport, land disposal of wastes,aquifer test analysis, injection well technology, etc.Applied hydrogeologic site analysis and flow andtransport modeling through solution of selected caseexamples. Prerequisite: Ge Eng 331 or equivalent.

432 Numerical Methods In Subsurface Flow (LEC 3.0)Development of governing balance equations, constitutivelaws and mathematical models of groundwater flow andcontaminant transport in porous media. Solution ofmathematical models by finite difference and finiteelement methods for various boundary and initialconditions. Prerequisites: Ge Eng 331, Cmp Sc 73.

435 Advanced Concepts Of EnvironmentalGeological Engineering (LEC 3.0) Application of theprinciples of geology to the solution of engineeringproblems in environmental protection andremediation. Topics will include the study of geologicprocesses and the evaluation of geologic materials asthey affect the potential for groundwatercontamination, susceptibility of soils to erosion,characterization of the geologic environment for sitesuitability and the analysis of the criteria necessaryfor the selection of technologies for minimizingenvironmental impact. Prerequisite: Graduate levelcourse in environmental geologic studies.

166 - Geological Engineering Courses

437 Advanced Geological & Geotechnical Design ForHazardous Waste Mgt (LEC 3.0) Geological andgeotechnical design factors for hazardous wastemanagement facilities and remedial actions(cleanup) of uncontrolled hazardous waste sites.Prerequisite: Ge Eng 337 or consent of instructor.

441 Geotechnical Construction Practice (LEC 3.0)Advanced level lecture topics on procedures used forsite characterization, standards for earthquakegrading and construction, including embankments,building pads, retention structures, roads, levees,and earthen dams. Specific emphasis on preparationof documents involved in such work and engineer'sresponsibilities. Prerequisite: Geo Eng 341.

446 Advanced Remote Sensing And Image Processing(LEC 2.0 and LAB 1.0) Quantitative methods ofutilizing remote sensing technology for terrainanalysis. Digital image processing of landsat and/oraircraft scanner data for mineral resource studiesand geological engineering applications. Prerequisite:Geo Eng 346. (Co-listed with Geology 446)

477 Discontinuous Rock (LEC 3.0) Nature andproperties of discontinuous rock masses, genesis andproperties of joints, role of joints in rock shearstrength, slope of stability of jointed rock, fractureflow hydrogeology. Modeling of the mechanicalbehavior of fractured rock. Prerequisite: Min Eng 331or Ge Eng 371.

482 Surface Waves (MASW) and GroundPenetrating Radar (GPR) (LEC 2.0 and LAB 1.0)Geological engineering applications of surface waveand ground penetrating radar methods areemphasized. Field data will be acquired, processedand interpreted. Prerequisites: Geo Eng 50 or CivEng 215 or equivalent, and graduate standing.

484 Advanced Engineering And EnvironmentalGeophysics (LEC 3.0) An introduction to the theoryand application of the gravity, magnetic, resistivity,self-potential induced polarization, seismic,electromagnetic and GPR methods as applied to thesolution of engineering and environmental problems.Prerequisite: Admittance into USAES-S&T Co-operative Degree Program. (Co-listed with Geophys484)



493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examinations foron-campus M.S./Ph.D. students may be processedduring intersession. Off-campus M.S. students mustbe enrolled in oral examination and must have paidan oral examination fee at the time of the

defense/comprehensive examination (oral/ written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.


Geology Courses300 Special Problems (IND 0.0-6.0) Problems or



305 Hydrogeology (LEC 3.0) This course discussesgeologic aspects of major surface and subsurfacehydrologic systems of North America. Chemical andphysical relationships between groundwater andfractures, faults, karst, subsurface pressures,mineral deposits plus both contaminant andhydrocarbon migration are discussed. Prerequisites:Ge Eng 50 or Geo 51, Geo 223 recommended.

307 Physical Oceanography (LEC 3.0) An introductionto the study of the physical and geological processesin the world's oceans including the importance of theoceans to the environment and to life on Earth.Prerequisite: Geology 325 or equivalent.

308 Astronomy and Planetary Science (LEC 3.0)Basic principles of astronomy, the origin andevolution of the universe, stellar evolution, and theorigin, composition, and processes operating on theplanetary bodies in the solar system (besides theEarth). Prerequisite: Entrance requirements for theMST program in Earth Science.

309 Meteorology and Climatology (LEC 3.0) Anintroduction to the atmospheric and climatic systemsof the Earth including weather, paleoclimatology, andglobal climate change. Prerequisite: Geology 325 orequivalent.

310 Seminar (RSD 0.0-6.0) Discussion of current topics.Required for two semesters during senior year.(Course cannot be used for graduate credit).Prerequisite: Senior standing. (Co-listed with Geo Eng310, Pet Eng 310)

312 Ore Microscopy (LEC 1.0 and LAB 2.0) A study ofpolished sections of minerals and ores underreflected light. Includes the preparation of polishedsections, the identification of ore minerals, and thestudy of the textures, associations, and alterationsof ore minerals. Prerequisite: Geo 113.

Geology Courses - 167

320 Advanced Structural Geology (LEC 2.0 and LAB1.0) The course provides theoretical background,analytical techniques, and hands-on experience foranalyzing geologic structures at a variety of scaleshand sample to global. Prerequisites: Geology 220,Geophysics 381.

324 Advanced Stratigraphy And Basin Evolution(LEC 3.0) Advanced topics in sedimentary geologyincluding: tectonic controls on sedimentary basindevelopment, global sequence stratigraphy, regionalfacies and diagenetic patterns, basin hydrogeology,thermal evolution of basins and distribution ofeconomic resources. Prerequisites: Geo 223, 220,preceded or accompanied by Geo 275recommended.

326 Advanced Historical Geology (LEC 2.0 and LAB1.0) Study of the physical and biological history ofthe Earth beginning with the origin of the solarsystem up to the present. Emphasis will be placed onprocesses that shaped the Earth and its ecosystems.Prerequisite: Entrance requirements for the MSTprogram in Earth Science.

329 Micropaleontology (LEC 2.0 and LAB 1.0)Introduction to the preparation and study ofmicroscopic fossils. Prerequisite: Geo 227.

330 Granites And Rhyolites (LEC 3.0 and LAB 1.0)Processes governing the generation andcrystallization of felsic magma will be covered, withspecific reference to: 1) crust vs mantle sources, 2)melt migration and emplacement, 3) magmachamber dynamics, 4) the volcanic-plutonicconnection, and 5) the relationship to tectonicsetting. A field trip at the student's expense isrequired. Prerequisite: Geo 130.

332 Depositional Systems (LEC 3.0) Development ofthree dimensional depositional models usingWalther's Law, Walther's Warning and seismicstratigraphy. Emphasis on overall geometries andinternal porosity and permeability characteristics ofaquifers and hydrocarbon reservoirs. Includes 3-Dmodels for clastic, carbonate and evaporatesequences. Prerequisite: Geology 51 or Geo Eng 50.

334 Advanced Igneous and Metamorphic Petrology(LEC 3.0 and LAB 1.0) Processes governing theformation of igneous and metamorphic rocks asconstrained by geochemical, isotopic, andthermodynamic data, with particular reference to therelationship between rock suites and tectonic setting.The laboratory will emphasize the description of rocksuites in hand sample and thin section. A field trip atthe student's expense is required. Prerequisite:Geology 130.

338 Computer Mapping In Geology (LEC 2.0 and LAB1.0) This course introduces the basics of both surfaceand subsurface geologic mapping. It introducesprocedures and problems associated with digitizing,gridding, contouring, volumetrics and generation ofthree dimensional diagrams on the PC. Integrationof field gathered data with USGS and GSI databasesfor the purpose of making surface geologic maps isalso included. Prerequisite: Geo 51.

340 Petroleum Geology (LEC 2.0 and LAB 1.0)Principles of origin, migration, and accumulation ofoil and gas. The laboratory introduces the proceduresused for exploration, and development ofhydrocarbon resources. Prerequisite: Geology 51 orGeo Eng 50 (Introductory Geology course)

341 Applied Petroleum Geology (LEC 1.0 and LAB 2.0)The principles of petroleum geology are applied insolving hydrocarbon exploration and developmentalproblems. Geological and economical techniques forevaluating hydrocarbonbearing reservoirs arepresented, with methods for decision making underconditions of extreme uncertainty. Prerequisite: Geo340.

344 Remote Sensing Technology (LEC 2.0 and LAB1.0) Principles of digital image processing includingimage enhancement and multispectral classification.Emphasis upon design and implementation of remotesensing systems and analysis of remotely sensed datafor geotechnical and environmental investigations.Prerequisite: Ge Eng 248. (Co-listed with Geo Eng 344)

345 Radioactive Waste Management AndRemediation (LEC 3.0) Sources and classes ofradioactive waste, long-term decay, spent fuelstorage, transport, disposal options, regulatorycontrol, materials issues, site selection and geologiccharacterization, containment, design andmonitoring requirements, domestic and foreignwaste disposal programs, economic andenvironmental issues; history of disposal actions,and conduct of remedial actions and cleanup.Prerequisite: Math 204. (Co-listed with Nu Eng 345)

346 Applications Of Geographic InformationSystems (LEC 2.0 and LAB 1.0) Applications ofGeographical Information Systems and remotesensing to environmental monitoring, mineralresource exploration, and geotechnical siteevaluation. Prerequisite: Geo Eng 275 or consent ofinstructor. (Co-listed with Geo Eng 346)

350 Paleoclimatology and Paleoecology (LEC 3.0)This course will introduce students to the elements ofclimate, evidence of climate changes, proxymeasurements and paleoclimate models. There is areview of Holocene climates and Archean toPleistocene paleoclimates. Prerequisite: Geology 52.

360 Methods Of Karst Hydrogeology (LEC 3.0)Familiarize geoscientists with the origin andidentification of karst features, discuss groundwatermovement, engineering problems, water quality andsupply in karst areas, and teach investigativetechniques including fluorescent dye tracing. Severalfield trips at student expense will be required.Prerequisite: Geology 51 or Geo Eng 50; Geology 223.

372 Geological Field Studies (LEC 3.0) Intensivereview of the scientific literature corresponding to aselected geographical region of geologic interest;followed by a 7 to 10 day long field trip to be heldover spring break or after the end of the semester.Students will be expected to bear a portion of thefield trip expenses. Repeatable for credit.Prerequisites: Geology 51 or Geo Eng 50.

168 - Geology Courses

373 Field Geology (LAB 3.0) Field practice in geologicmapping and interpretation in the Western UnitedStates using topographic base maps and aerialphotos. Emphasizes the description andinterpretation of stratigraphic sections, sedimentaryand tectonic structures. Prerequisite: Two Geologycourses.

374 Advanced Field Geology (LAB 3.0) Detailed fieldwork in areas related to the projects of Geology 373.Courses to be taken the same summer. A writtenreport on the full summer's projects is required.Prerequisite: Geo 373.

375 Applied Geochemistry (LEC 2.0 and LAB 1.0)Application of the principles of geochemistry andtechniques of geochemical analysis in a studentresearch project investigating geochemical processes(mineral deposits, environmental geochemistry,trace element migration, or water-rock interaction).Field trip fee required. Prerequisites: Geo 113 andGeo 275.

376 Aqueous Geochemistry (LEC 3.0) Studies of theinteraction of water with minerals and organicmaterials at low temperatures; including processesaffecting the migration of elements (alteration,precipitation, and adsorption), the influence ofgeochemical processes on water composition,weathering, soil formation, and pollution. Field tripfee required. Prerequisite: Geo 275.

378 Isotope Geochemistry (LEC 2.0 and LAB 1.0)Introduction to the fundamentals of radiogenic andstable isotopes as used to understand geologicprocesses. The use of selected isotopic systems inpetrology, ore petrogenesis, paleontology, and theglobal climate systems will be discussed.Prerequisites: Geology 130, 223, 275.

383 Electrical Methods In Geophysics (LEC 3.0) Thetheory and instrumentation for measurements of theelectrical properties of the earth. Includes passiveand active techniques, the advantages anddisadvantages of the various techniques, andgeologic interpretations of electrical soundings.Several weekends are spent making a variety ofelectrical surveys of local features. Prerequisites:Math 325 and Geop 321.


394 Coal Petrology (LEC 3.0) Formation, composition,and properties of coals. Discussion of the geology ofselected coal deposits, the analysis of coal, and theoptical identification of coal minerals. Prerequisite:Permission of instructor.



405 Geology of Natural Resources (LEC 3.0) Theorigin and distribution of economically importantnatural resources including soils, water resources,metals, non-metals, building materials, petroleum,and other energy resources. Prerequisites: Geology325 and 326 or equivalents.

407 Environmental Geology (LEC 3.0) Overview ofenvironmental problems facing humans. Emphasiswill be placed on surface and groundwater pollution,geological hazards, and pressures on Earth'secosystems and natural resources by urbanizationand population growth. Prerequisites: Geology 325and 326 or equivalents.

410 Seminar (RSD 0.0-6.0) Discussion of current topics.412 Advanced Ore Microscopy (LEC 1.0 and LAB 2.0)

A study of ore suites utilizing various advanced,quantitative ore microscopy techniques includinghardness, spectral reflectance, indentation, color,rotation property measurements, fluid inclusiongeothermometry, and salinity measurements.Laboratory study includes demonstration andoperation of the luminoscope and other microbeamtechniques. Prerequisite: Geo 312.

413 Clay Mineralogy (LEC 2.0 and LAB 1.0) Mineralstructure, geochemical properties, occurrence,environment, and uses of clays. Determination ofphysical properties, optics, x-ray diffraction, andthermal features of clays. Field trip fee required.Prerequisites: Geo 113 and 275, or Chem 237, or CvEng 315, or Ge Eng 372.

420 Analytical Structural Geology (LEC 2.0 and LAB1.0) The course provides theoretical background,analytical techniques, and hands-on experience, forquantifying processes that lead to the formation andevolution of rocks and structures produced as aresult of deformation at a variety of scales - handsample to global. Poster - and oral - presentations,and a research paper required. Prerequisites:Geology 220, Geophysics 381.

423 Sedimentary Basin Analysis (LEC 3.0) Anadvanced study of stratigraphic, diagenetic andtectonic processes in sedimentary basins.Prerequisites: Geo 220, 223, 275 or 375 or 376.

425 Advanced Physical Geology (LEC 3.0)Examination of topics concerned with the physicalproperties of earth materials, processes affectingchange of the surface and interior of the earth, andthe driving forces causing these changes. Weeklycritical assessment of literature, and an oralpresentation and term paper required. Prerequisite:Consent of instructor.

431 Clastic Sedimentary Petrology (LEC 2.0 and LAB1.0) Petrology and petrography of clasticsedimentary rocks. Emphasis on origin, diagenesisand description of clastic, sedimentary rocks.Prerequisite: Geo 223.

432 Carbonate Petrology (LEC 2.0 and LAB 1.0)Petrology, chemistry and sedimentology ofcarbonates and other associated chemicalsedimentary rocks. Prerequisites: Geo 130, 114, 223and Chem 3 or equivalent Geo 275 recommended.

Geology Courses - 169

433 Advanced Igneous Petrology (LEC 2.0 and LAB1.0) The genesis of eruptive rocks as evidenced bythe physicalchemical conditions of formation of theirconstituent minerals. A critical examination ofvarious magmatic processes. Use of advancedpetrographic techniques. Prerequisite: Geo 234.

434 Granite and Rhyolite Petrogenesis (LEC 3.0 andLAB 1.0) The origin of granites and rhyolites withrespect to extreme fractionation, crustal anatexis,magma mixing, and tectonic setting will be exploredthrough critical reading of the literature andexamination of hand samples and thin sections fromclassic geologic terranes. A research paper isrequired as well as a field trip at the student'sexpense. Prerequisite: Geology 130.

435 Applied Ore Microscopy (LEC 1.0 and LAB 2.0)Application of ore microscopic and petrographictechniques to problems in ore beneficiation,pelleting, sintering, smelting, refining, refractories,cement, mining, and exploration. Discussions andlaboratories are based upon industrial case histories.Prerequisite: Geo 312.

437 Advanced Palynology (LEC 1.0 and LAB 2.0) Studyof the processes of sporopollenin preservation,sedimentation and palynofacies. Major emphasis onindependent palynostratigraphic research. Chronicleof Phaneozoic palynology in lectures. Prerequisite:Geology 227 or 329.

440 Advanced Geochemistry (LEC 3.0) A study of theabsolute and relative abundance of elements andisotopes in the Earth, principles of element transport,formation of the Earth's crust, mineral deposits, andsoils. Field trip fee required. Prerequisite: Geo 275.

443 Advanced Petroleum Geology (LEC 1.0 and LAB2.0) Examples of various types of oil and gasaccumulation are reviewed in detail. Study of criteriauseful in evaluating the petroleum potential ofundrilled areas. Special investigation assignment isrequired. Prerequisite: Geo 340.

446 Advanced Remote Sensing And ImageProcessing (LEC 2.0 and LAB 1.0) Quantitativemethods of utilizing remote sensing technology forterrain analysis. Digital image processing of landsatand/or aircraft scanner data for mineral resourcestudies and geological engineering applications.Prerequisite: Geo Eng 346. (Co-listed with Geo Eng446)

450 Advanced Paleoclimatology and Paleoecology(LEC 3.0) Advanced study of paleoclimatic andpaleoecologic processes since the Archean, and theinterpretation of Holocene climate changes, includinghuman impacts. Extensive presentations anddiscussions of current ideas and techniques inpaleoclimatic studies. Prerequisites: Geology 223and 227.

470 Field and Laboratory Studies in Earth Science(LAB 3.0) Hands-on laboratory and field experiencesin the Earth Sciences. This course is designed to betaught in an intensive three week session during thesummer on the S&T campus. Prerequisites: Geology325 and 326 or equivalents, and at least oneadditional course in the MST Earth Science program.

478 Advanced Isotope Geochemistry (LEC 2.0 andLAB 1.0) The use of radiogenic and stable isotopes ingeology in the study of the evolution of Earth, crust,mantle, and the Solar System as well as applicationsto geothermometry, ore petrogenesis, paleontology,and the global climate system. Prerequisites:Geology 130, 223, 275.

480 Geotectonics (LEC 3.0) A critical study of the origin,and differentiation of the earth, evolution of thecrust, and plate tectonics. Geology of the continentsand ocean basins. Regional tectonic analysis ofPrecambrian shields, platforms, orogenic belts, and areview of internal energy sources. Emphasis is onNorth America. Prerequisite: Geo 220.

481 Geodynamics (LEC 3.0) The applications ofcontinuum physics to geological and petroleumengineering problems. Topics include plate tectonics,stress and strain in solids, elasticity and flexure, heattransfer, gravity, fluid mechanics, rock rheology,faulting, and flow in porous media. Prerequisites:Math 22 and Geology 220. (Co-listed with Pet Eng481)

489 Ore Deposition (LEC 2.0 and LAB 1.0) An advancedstudy of mineral deposits, time and space indeposition, theories of deposition and their effect onexploration. Discussions based on maps, logs, andsamples from the world's typical mineral deposits.Two all day field trips at student expense required.Prerequisite: Geo 294.

490 Research (IND 0.0-15.0) Investigations of anadvanced nature leading to the preparation of athesis or dissertation.



170 - Geology Courses

Geophysics Courses300 Special Problems (IND 0.0-6.0) Problems or



320 Computational Geophysics (LEC 1.0 and LAB 2.0)Scientific programming in a UNIX/Linuxenvironment, with emphasis on solving geophysicalproblems such as linear and nonlinear inversion,spectral analysis, seismicity, seismic waveattenuation, shear-wave splitting, and seismictomography. Prerequisite: Geophys 270.

321 Potential Field Theory (LEC 3.0) The mathematicsand physics of gravitational, magnetic, and electricalfields of the earth as derived from potentialfunctions, with applications to practical problems.The theorems of Laplace, Poisson, Gauss, and Greenand their applications to geophysics are presented.Prerequisite: Accompanied or preceded by Math 325.

336 Geophysical Field Methods (LEC 2.0 and LAB 1.0)Imaging of selected subsurface features andengineering structures using various geophysical tools.Special emphasis is placed on ground penetratingradar and surface wave techniques. One field trip atstudent expense required. Prerequisite: Junior levelstanding or higher. (Co-listed with Geo Eng 336)

361 Transportation Applications of Geophysics (LEC2.0 and LAB 1.0) Overview of geophysical and non-destructive test methods that are commonly used toinvestigate transportation structures and theirfoundations. Emphasis is placed on bridge systemsubstructure, bridge system superstructure,pavement, roadway subsidence, subsurfacecharacterization and vibration measurements.Prerequisite: Junior level standing or higher. (Co-listed with Geo Eng 361 and Civ Eng 351)

377 Seismic Interpretation (LEC 1.0 and LAB 2.0) Anintroduction to 2-D/3-D seismic structuralinterpretation, stratigraphic interpretation, reservoiridentification and evaluation, and horizon andformation attributes. The students are expected tomaster interactive 2-D/3-D seismic interpretationsoftware packages that are routinely used in thepetroleum industry. Prerequisite: Geophys 270 or 385.

380 Seismic Stratigraphy (LEC 2.0 and LAB 1.0) A studyof the seismic expression of depositional models.Reflection patterns and reflection amplitudes areinterpreted to determine bed thicknesses, fluidcontent, depositional environment, and lithology.Special data acquisition and processing techniques areexamined. Prerequisites: Geop 385, Geo 220, 223.

381 Global Tectonics (LEC 3.0) An integrated view of theEarth's structure and dynamics with an emphasis oninformation gained through geophysical methods.Topics include seismology, heat flow, gravity,rheological and compositional structure, plate motionsand intermotions, and mantle driving mechanisms forplate tectonics. Prerequisite: Geo 220.

382 Environmental And Engineering Geophysics(LEC 2.0 and LAB 1.0) An introduction to the theoryand application of the gravity, magnetic, resistivity,self-potential, induced polarization andelectromagnetic methods as applied to the solutionof engineering and environmental problems.Prerequisite: Math 22. (Co-listed with Geo Eng 382)

383 Electrical Methods In Geophysics (LEC 2.0 andLAB 1.0) The theory and instrumentation formeasurements of the electrical properties of theearth. Includes passive and active techniques, theadvantages and disadvantages of the varioustechniques, and geologic interpretations of electricalsoundings. Several weekends are spent making avariety of electrical surveys of local features.Prerequisites: Math 325 and Geop 285 or Geop 382.

385 Exploration And Development Seismology (LEC2.0 and LAB 1.0) Principles of reflection seismologyas applied to the delineation of geologic structuresand the determination of stratigraphy and lithology.Emphasis on both the capabilities and limitations ofthe seismic method. The laboratory utilizes bothmodeled and actual seismic data. Prerequisite: Math22.

386 Wave Propagation (LEC 3.0) A study of Hamilton'sprinciple and energy theorems, fundamentals ofplane wave theory, waves in stratified fluids, elasticwaves in solids, electromagnetic and hydromagneticradiation, and Allen's functions and point sources.Prerequisites: Geop 281, 321.

388 Geophysical Instrumentation (LAB 1.0) Field andlaboratory practice in the use of geophysicalinstrumentation. Techniques of geophysical datareduction and interpretation are also covered. Maybe taken more than once for credit with Geop 383and Geop 384. Prerequisite: Concurrent registrationin Geop 382, 283 or 384.

389 Seismic Data Processing (LEC 2.0 and LAB 1.0)Introduction to seismic data processing. Topics to becovered include statics corrections, filtering, velocityanalysis, deconvolution, stacking and migration.Prerequisites: Math 22, and Geop 285 or Geop 385.

390 Undergraduate Research (IND 0.0-6.0) Designedfor the undergraduate student who wishes to engagein research. Not for graduate credit. Not more thansix credit hours allowed for graduation credit.Subject and credit to be arranged with the instructor.



410 Seminar (RSD 0.0-6.0) Discussion of current topics.483 Advanced Electrical And Electromagnetic

Methods In Geophysical Exp (LEC 2.0 and LAB1.0) Theory of the electrical geophysical methods asapplied to subsurface investigations addressinggeologic, engineering, groundwater and contaminanttransport problems. Course content includes bothpassive and active methods and recent advances in

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the application of these methods. Course will includea field component illustrating application oftechniques to local problems. Prerequisites: Geop382, Math 22.

485 Advanced Seismic Data Processing (LEC 2.0 andLAB 1.0) Theory and application of seismic dataprocessing. Topics to be covered include convolution,correlation, deconvolution, 2-D filtering, migration andinversion. Prerequisites: Geop 385, 389, Stat 215.

486 The Theory Of Elastic Waves (LEC 2.0 and LAB1.0) A mathematical study of elastic waves in thelayered earth. Prerequisite: Geop 386.

487 Geophysical Inverse Theory (LEC 3.0) A study ofinverse theory applied to geophysical data, focusingon the relationship between data and model spacesand ways to estimate model parameters via globaland local optimization techniques. Prerequisites:Geop 286 or 384, Math 325, Stat 215.

488 Advanced Seismic Interpretation (LEC 1.0 andLAB 2.0) The integration of geologic information, welllog data and seismic information for interpreting theearth's subsurface. The role of data acquisition andprocessing is emphasized. Laboratory exercisesprovide experience with both real and modeled data.Prerequisite: Geop 380, 385.




Information Systems andTechnology Courses300 Special Problems (IND 0.0-6.0) Problems or



321 Network Performance Design And Management(LEC 3.0) This course provides analytical capabilitiesneeded to effectively design, deploy, and managecomputer networks and protocols. Prerequisites: IST223, IST 233.

342 E-Commerce Architecture (LEC 3.0) Course willcover the issues associated with computerarchitecture, as it relates specifically to e-commerceapplications. Topics will include e-commerce systemsand processes, specialized software, and databases.Prerequisite: IST 233 or IST 336.

343 Database Applications in Business (LEC 3.0)Design, development and implementation ofapplication software typical to the modern businessenvironment utilizing popular commercial databasemanagement systems such as Oracle and Access.Focus given to business case modeling, requirementanalysis, database design, and implementationchallenges. Project oriented. Prerequisite: IST 243.

351 Leadership In Technology-Based Organizations(LEC 3.0) The course focuses on the knowledge andskills necessary for the development andimplementation of effective strategies for themanagement of technology-based organizations.This involves: developing a general managementperspective on technology and innovation, examiningthe problems of new product development,identifying distinctive technological competencies,licensing and marketing technologies, assessing theorganizational and industrial context of technology.Prerequisite: Senior or Graduate Standing.

352 Advanced Web Development (LEC 3.0) AdvancedWeb development techniques to provide dynamicinteraction; methods for extracting and deliveringdynamic information to/from Web servers -- ahands-on approach. Interaction with other Webservers, especially database servers, to obtain anddeliver information. Project work is required.Prerequisite: IST 286.

353 Modular Software Systems in Java (LEC 3.0)Introduction to Software Life Cycle andcharacteristics of large modular software systems.Exploration of software support for such systems,using Java, including use of GUI interfaces, advancedI/O and String handling, Interfaces, Threads, andother modularity features. Program project included.Prerequisites: IST 151 and IST 231.

354 Multi-Media Development And Design (LEC 3.0)Students will learn current practices for developmentand design of interactive multimedia. The coursecovers tools for development of 2-D and 3-Dgraphics, video, audio, animation, and integratedmultimedia environments. Prerequisites: IST 51 orComp Sci 53 or Comp Sci 73 or Comp Sci 74.

172 - Information Science and Technology Courses

357 Network Economy (LEC 3.0) EmergingNetwork/Internet economy, using traditionaleconomic tools. Topics: production and reproductioncost of information, information as an "experiencegood, " versions of products, switching cost, lock-ineffects, market adoption dynamics, first-moveradvantage, intellectual property rights. Prerequisite:Econ 121 or Econ 122. (Co-listed with Econ 357)

361 Information Systems Project Management (LEC3.0) The course overviews general projectmanagement principles and then focuses oninformation system application development. Topicsinclude requirements analysis, project scheduling,risk management, quality assurance, testing, andteam coordination. Prerequisite: Senior or GraduateStanding.

368 Law and Ethics in E-Commerce (LEC 3.0)Provides the ethical framework to analyze theethical, legal, and social issues that arise for citizensand computer professionals regarding thecomputerization of society. Topics include: freespeech, privacy, intellectual property, productliability, and professional responsibility. (Co-listedwith Philos 368)

380 Introduction to Web and New Media Studies(LEC 3.0) The course covers web culture, includingtopics such as social media, citizen journalism, crowdintelligence, privacy, and copyright. Students cannotreceive credit for both this course and IST 480(Advanced Web and New Media Studies).Prerequisite: Junior or Senior standing.

385 Human Computer Interaction (LEC 3.0)Introduction to the field of Human-ComputerInteraction (HCI). Students examine issues andchallenges related to the interaction between peopleand technology. The class explores the social andcognitive characteristics of people who useinformation systems. Students learn techniques forunderstanding user needs, interface prototyping, andinterface evaluation. Prerequisite: Psych 50.

386 Human-Computer Interaction Prototyping (LEC1.5 and LAB 1.5) This course covers designs,methods and tools for creating low and high fidelityprototypes of information technology systems, whichis part of the iterative design cycle commonly usedfor the creation of usable information technologies.Prerequisites: IST 286 or web design experience;preceded or accompanied by IST 385.

387 Human-Computer Interaction Evaluation (LEC1.5 and LAB 1.5) This course covers research andanalysis methods and tools for evaluation of theimpact of information technology systems onhumans and organizations. The focus will be onpractical evaluation with the goal of providingrecommendations for improving system functionalityand usability. Prerequisite: Preceeded oraccompanied by IST 385.



401 Special Topics (Variable 0.0-6.0) This is designedto give the department an opportunity to test a newcourse. Variable title.

435 Mobile Data Management and Applications (LEC3.0) This course will describe and evaluate variouswireless transmission techniques, communicationnetwork components and their characteristics,networking protocols, and network architectures.Appraise their use in existing and evolvingapplications, along with the managementimplications of such use. Prerequisite: Graduatestanding.

436 Foundations of Internet Computing (LEC 3.0)The foundations of Internet Computing includecomputer networks and Web sites. Networks arecovered thoroughly and research directions fornetworks are discussed. Web site design andresearch findings about site usability considerationsare examined. Security of communications forcomputing, especially wireless communications, areexplored. Prerequisite: IST MS entrancerequirements, including solid programmingknowledge.

443 Information Retrieval and Analysis (LEC 3.0)Covers the applications and theoretical foundationsof organizing and analyzing information of textualresources. Topics include information storage andretrieval systems, web search engines, text mining,collaborative filtering, recommender systems.Students will also learn the techniques with the useof interactive tools such as SAS. Prerequisite: ERP345 or statistics knowledge.

444 Essentials of Data Warehouses (LEC 3.0) Thiscourse presents the topic of data warehouses and thevalue to the organization. It takes the student fromthe database platform to structuring a datawarehouse environment. Focus is placed onsimplicity and addressing the user community needs.Prerequisite: IST 223 or equivalent relationaldatabase experience. (Co-listed with ERP 444)

445 Database Marketing (LEC 3.0) Intro to methodsand concepts used in database marketing: 1)predictive modeling techniques (e.g., regression,decision trees, cluster analysis) and 2) standardprocesses for mapping business objectives to datamining goals to produce a deployable marketingmodel. Metrics like lifetime value of a customer andROI will be covered. Several application areascovered. Prerequisite: Statistics understanding,programming understanding, familiarity withspreadsheets.

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448 Building the Data Warehouse (LEC 3.0) Datamodeling and processes needed to populate a datawarehouse; tradeoffs among several models andtools; technical issues that are faced, such assecurity, schemas, Web access, other reportingtechniques. Prerequisite: IST 444.

461 Advanced Information Systems ProjectManagement (LEC 3.0) Project managementprinciples, first from a general perspective, and thenfocused specifically on information systemapplication development are explored. Topics includerequirements analysis, project scheduling, riskmanagement, quality assurance, testing, and teamcoordination. Report writing and research literaturesearches are required. Prerequisite: IST MS Entrancerequirements, with strong programming knowledge.

480 Advanced Web and New Media Studies (LEC 3.0)The course covers web culture, including topics suchas social media; citizen journalism, crowdintelligence, privacy, and copyright. This course is anadvanced version of Intro to Web Studies, withadditional assignments. Prerequisite: Graduatestanding.

487 Research Methods in Human-ComputerInteraction (LEC 1.5 and LAB 1.5) This coursecovers quantitative and qualitative research methodsfor exploring the interaction between people andinformation technologies. The course coverstechniques and tools for carrying out literaturereviews, forming research goals, designing research,conducting data analyses; and preparingmanuscripts and live presentations. Prerequisite: IST385.



495 Continuous Registration (LEC 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation, and are awayfrom the campus must continue to enroll for at leastone hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Materials Science andEngineering Courses301 Special Topics (Variable 0.0-6.0) This course is

designed to give the department an opportunity totest a new course. Variable title.

325 Materials Selection in Mechanical Design (LEC3.0) This course will introduce the basics of materialsselection in mechanical design. It will also introducethe benefits of computational materials and processselection. The students will also learn to use acommercially available materials selection software.This course will be offered as Distance Ed.Prerequisite: Met Eng 121.

341 Tissue Engineering I (LEC 3.0) The course willintroduce senior undergraduate students to theprinciples and clinical applications of tissueengineering including the use of biomaterialsscaffolds, living cells and signaling factors to developimplantable parts for the restoration, maintenance,or replacement of biological tissues and organs.Prerequisite: Senior standing. (Co-listed with Bio Sci341)

348 Energy Materials (LEC 3.0) The objectives of thecourse are to understand how the rational designand improvement of chemical and physicalproperties of materials can lead to energyalternatives that can compete with existingtechnologies. Discussions on the present and futureenergy needs from a view point of multidisciplinaryscientific and technological approaches. Prerequisite:Senior standing.

351 Advanced Phase Equilibria (LEC 3.0) Advancedaspects of unary, binary and ternary organic, phaseequilibria. Includes practical examples of theapplications of phase diagrams to solve engineeringproblems. Prerequisite: Graduate standing.



410 Seminar (RSD 0.0-6.0) (Variable) Discussion ofcurrent topics.

421 Bonding, Crystallography, and Structure-Property Relationships (LEC 3.0) Principles ofelectronic structure and chemical bonding in solidsand their relationships to electrical, mechanical,thermal, and optical properties. An exploration ofreciprocal lattices and tensor properties of crystals;consideration of the impact of crystal symmetry onanisotropy. The influence of defects and grainboundary phenomena on material behavior.Prerequisite: Graduate standing, or undergraduatestanding with instructor and advisor approval.

422 Thermodynamics and Phase Equilibria (LEC 3.0)Classical thermodynamic treatment of materials andmaterial processing based on the 1st and 2nd Lawsof Thermodynamics and phase equilibria

174 - Materials Science and Engineering Courses

considerations. The course will cover equilibria ingaseous systems, gas-solid reactions includingpassive and active oxidation, solutionthermodynamics, phase equilibria in solutionsystems, and electrochemistry. Prerequisite:Graduate standing, or undergraduate standing withinstructor and advisor approval.

423 Kinetic Theory for Materials (LEC 3.0)Phenomenological and atomistic theories of diffusionin materials including discussion of short circuitdiffusion and ionic diffusion in an electric field.Fundamentals of phase transformation in materials;chemical fluctuation, nucleation and growth theory;kinetic models for evaluating and predicting diffusioncontrolled transformation kinetics. Prerequisite:Graduate standing, or undergraduate standing withinstructor and advisor approval.

441 Tissue Engineering II (LEC 3.0) The course willintroduce graduate students to the principles andclinical applications of tissue engineering includingthe use of biomaterials, scaffolds, living cells andsignaling factors to develop implantable parts for therestoration, maintenance, or replacement ofbiological tissues and organs. A related topic termpaper and oral presentation are expected.Prerequisite: Graduate standing. (Co-listed with BioSci 441)

443 Nanomaterials (LEC 3.0) Introduction of thefundamentals of nanomaterials and recentdevelopments on nanomaterials. Topics includephysical and chemical properties, synthesis,processing, and applications of nanomaterials.Example nanomaterials include nanoparticles,nanotubes, and nanowires. Students will need tocomplete a project related to nanomaterials.Prerequisite: Graduate Standing. (Co-listed withChem Eng 443)

448 Advanced Energy Materials (LEC 3.0) Theobjectives of the graduate level course are to reviewthe recent developments on advanced energymaterials and systems in addition to basicunderstanding how chemical and physical propertiesof materials can lead to energy alternatives.Prerequisite: Graduate standing.

490 Research (IND 0.0-15.0) (Variable) Investigationsof an advanced nature leading to the preparation ofa thesis or dissertation. Consent of instructorrequired.

491 Internship (IND 0.0-15.0) (Variable) Studentsworking toward a doctor of engineering degree willselect with the advice of their committees,appropriate problems for preparation of adissertation. The problem selected and internshipplan must conform to the purpose of providing ahigh level engineering experience consistent withthe intent of the doctor of engineering degree.

493 Oral Examination (IND 0.0) (Variable) Aftercompletion of all other program requirements, oralexaminations for on-campus M.S./Ph.D studentsmay be processed during intersession. Off-campusM.S. students must be enrolled in an oral

examination and must have paid an oralexamination fee at the time of thedefense/comprehensive examination (oral/written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.


Mathematics Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Intermediate Differential Equations (LEC 3.0)Linear differential equations, vector-matrix systems,existence and uniqueness theory, nonlinear systems,phase-plane analysis, introduction to stability theory.Prerequisite: Math 204 or Math 229.

303 Methods of Applied Mathematics (LEC 3.0)Methods to develop and analyze mathematicalmodels. Topics include dimensional analysis andscaling, perturbation methods, and the constructionof ordinary and partial differential equation models.Prerequisites: Math 204 or 229 with a grade of "C" orbetter, programming competency.

305 Modern Algebra I (LEC 3.0) Equivalence relationsand functions, basic properties of groups, subgroups,permutations, cosets and Lagrange's Theorem,homomorphisms and isomorphisms, factor groups.Prerequisite: Math 209 or graduate standing;preceded or accompanied by Math 208.

306 Modern Algebra II (LEC 3.0) This course is acontinuation of Math 305. Rings and fields arediscussed. Euclidean domains, principal idealdomains, unique factorization domains, vectorspaces, finite fields and field extensions are studied.Prerequisite: Math 305.

307 Combinatorics And Graph Theory (LEC 3.0)Covers some basics of enumeration and graphtheory. Topics are selected from the following:permutations combinations, the inclusion/exclusionprinciple, generating functions, recurrence relations,trees, networks, graph connectivity and graphcoloring. Prerequisite: Cmp Sc 128 or Math 209.

308 Linear Algebra II (LEC 3.0) Eigenvalue problems,Cayley-Hamilton theorem, Jordan normal form,linear functionals, bilinear forms, quadratic forms,orthogonal and unitary transformations, selectedapplications of linear algebra. Prerequisite: Math208.

Mathematics Courses - 175

309 Advanced Calculus I (LEC 3.0) Completeness ofthe set of real numbers, sequences and series of realnumbers, limits, continuity and differentiability,uniform convergence, Taylor series, Heine-Boreltheorem, Riemann integral, fundamental theorem ofcalculus, Cauchy-Riemann integral. Prerequisite:Math 22 and Math 209, or a 300-level mathematicscourse, or graduate standing.

310 Undergraduate Seminar (SEM 1.0-3.0) Discussionof advanced or current topics. (Course cannot beused for graduate credit).

311 Advanced Calculus II (LEC 3.0) Euclidean n-space,differentiation and integration of scalar functions ofseveral variables, maxima and minima theory,change of variables, differentiation and integration ofvector functions of several variables, Divergencetheorem, Stokes' theorem. Prerequisite: Math 309.

315 Introduction To Real Analysis (LEC 3.0) Riemann-Stieltjes integration, sequences and series offunctions, uniform approximation, the Banach SpaceC(a,b), Lebesgue measure and integration, the spaceLP(a,b), Fourier series. Prerequisite: Math 309.

322 Vector And Tensor Analysis (LEC 3.0) Vectoralgebra, vector differential and integral calculus, lineand surface integrals, theorems of Stokes and Gauss,tensor algebra and tensor analysis, applications toproblems in kinematics, elasticity theory, fluidmechanics, electromagnetic theory, relativity theory.Prerequisite: Math 22; Math 203 or Math 208.

325 Partial Differential Equations (LEC 3.0) Linearequations, heat equation, eigenfunction expansions,Green's formula, inhomogeneous problems, Fourierseries, wave equation. Prerequisite: Math 204 with agrade of "C" or better.

330 Topics In Geometry (LEC 3.0) A survey of non-Euclidean geometries, finite geometries, affine andprojective planes, metric postulates for the Euclideanplane, and selected topics. Prerequisite: Math 208.

337 Financial Mathematics (LEC 3.0) The courseobjective is to provide an understanding of thefundamental concepts of financial mathematics.Topics include pricing, assets-liability management,capital budgeting, valuing cash flow, bonds, futures,swaps, options. Preparation for the financialmathematics actuarial exam will be provided.Prerequisites: Math 15 or Math 21, Econ 221 or Econ222 or Econ 250 or Econ 321, Stat 211 or Stat 213or Stat 215 or Stat 217 or Stat 343. (Co-listed withEcon 337)

340 Mathematical Analysis For Secondary Teachers(LEC 3.0) Designed to help teachers gain a deeperunderstanding of the fundamental idea in analysis,that of a limit. A discovery method is used whichincludes both individual and group work. Studentswill present their results in written and oral format.Prerequisite: Math 22 or equivalent.

341 Mathematical Analysis For Secondary TeachersPracticum (LEC 1.0) An instructional unit based onthe discovery method used in Math 340 will bedesigned by each student. These units will be classtested. The unit and results of class testing will be

presented both in written and oral format.Prerequisite: Math 340.

351 Introduction To Complex Variables (LEC 3.0) Thebasic tools of complex variables are studied. Theseinclude the Cauchy-Riemann equations, complexcontour integration, the Cauchy-Goursat theorem,conformal mappings, the calculus of residues andapplications to boundary value problems.Prerequisite: Math 204.

354 Mathematical Logic I (LEC 3.0) A mathematicalintroduction to logic with some applications.Functional and relational languages, satisfaction,soundness and completeness theorems,compactness theorems. Examples fromMathematics, Philosophy, Computer Science, and/orComputer Engineering. Prerequisite: Philos 15 withjunior standing or Math 305 or Comp Sci 253 orComp Eng 111. (Co-listed with Comp Eng 354, CompSci 354 and Philos 354)

361 Problem Solving In Pure Mathematics (LEC 1.0)Problems from pure mathematics, including analysis,algebra, number theory, set theory, finitemathematics, probability and statistics. Emphasis onidentifying or inventing ways to solve problemsbased on the student's entire mathematicsbackground. Prerequisites: Corequisite Math 309 andSenior standing.

371 Problem Solving In Applied Mathematics (LEC1.0) Problems from applied mathematics which areopen-ended, and do not always have a uniquecorrect solution. Emphasis on developingmathematical models and writing solution narratives,including clarity, analysis, and design. Prerequisites:Math 209 and Senior standing.

381 Great Theorems In Mathematics (LEC 1.0) Astudy of some of the great theorems which haveshaped the development of mathematics and humancivilization. History, the changing nature ofmathematics, and the mathematical content of thetheorems themselves, will all be addressed. Sourcesas close to the originals as possible will be used.Prerequisites: Math 209 and Senior standing.

383 Operational Calculus (LEC 3.0) The Laplacetransformation, properties of the transformation,various applications to and partial differentialequations, systems with step and Dirac functions asdriving forces, various non-elementary functions andtheir transforms, problems in heat conduction andwave motion, Fourier transforms and theiroperational properties. Prerequisite: Math 204.

385 Introduction To Topology (LEC 3.0) Metricspaces; general topological spaces; connectedness,compactness, separation properties, functions andcontinuity. Prerequisite: Math 309.

390 Undergraduate Research (IND 0.0-6.0) Thiscourse is designed for the undergraduate studentwho wishes to engage in research. It is not to beused for graduate credit nor for more than six credithours of undergraduate credit. The subject and creditare to be arranged with the instructor. Prerequisite:Consent of instructor.

176 - Mathematics Courses



402 Mathematical Physics I (LEC 3.0) Vector spaces,generalized coordinate transformations, vectoranalysis, tensors, partial differential equations inphysics and boundary value problems, orthogonalfunctions and solutions to ordinary differentialequations, hypergeometric, confluenthypergeometric, Legendre, Laguerre, and Besselfunctions, Hermite polynomials, Green's functions inone dimension. (Co-listed with Physics 402)

403 Mathematical Physics II (LEC 3.0) Green'sfunctions in three dimensions, integral equations,complex variable theory and contour integration,group theory with applications to quantummechanics, solid state and molecular physics.Prerequisite: Math 402 or Physics 402. (Co-listedwith Physics 403)

405 Finite Fields And Applications (LEC 3.0) Afterreviewing basic group theory and introducing basicproperties of commutative rings, the main focus ofthe course will be on topics such as structure of finitefields, polynomials over finite fields, and applicationssuch as coding theory and cryptography.Prerequisite: Math 305.

406 Introduction to Ring Theory (LEC 3.0) Propertiesof rings with an emphasis on commutative rings.Ideals, factor rings, ring homomorphisms,polynomial rings; factorization, divisibility, andirreducibility. Introduction to extension fields andGalois theory. Applications may be chosen based onthe interests of the students. Prerequisite: Math 305.

407 Group Theory (LEC 3.0) Groups, subgroups, andfactor groups; homomorphisms, isomorphisms, andassociated theorems; abelian groups; Sylowtheorems and p-groups; permutation groups; freegroups and generators; representation theory;cohomology theory. Prerequisite: Math 306.

408 Applied Matrix Theory (LEC 3.0) A second coursein matrix theory directed toward applications. Linearspaces, linear operators, equivalence and similarity,spectral theorem, canonical forms, congruence,inertia theorem, quadratic forms, singular valuedecomposition and other factorizations, generalizedinverses. Applications to optimization, differentialequations, stability. Prerequisites: Math 203, 208, or302.

410 Graduate Seminar (RSD 1.0-3.0) Discussion oftopics of current interest. Prerequisite: Graduatestanding.

415 Functions Of A Real Variable I (LEC 3.0) Measurespaces, extensions of measures, probability spaces,measures and distributions in normed linear spaces,product measures, independence, integral andexpectation, convergence theorems, Radon-Nikodyntheorem and applications. Lp spaces, selected topics.Prerequisite: Math 315.

416 Functions Of A Real Variable II (LEC 3.0) Abstractmeasures and integrals, the Daniell integrationtheory, integration on locally compact Hausdorffspaces, integration in function spaces, selectedtopics. Prerequisite: Must be preceded by Math 415.

417 Functional Analysis I (LEC 3.0) Lineartransformations, Hahn-Banach theorem, open-mapping theorem, closed graph theorem, uniformboundedness theorem, self adjoint and normaloperators, and related topics of Banach and Hilbertspace theory. Prerequisites: Math 315 and (Math 308or Math 385)

418 Functional Analysis II (LEC 3.0) Spectral analysisof linear operators, spectral theorems, selectedapplications, an introduction to the theory oftopological linear spaces, and papers from the recentliterature. Prerequisites: Math 415 and 417.

425 Hilbert Space Structures And Methods ForApplication (LEC 3.0) Foundations of the abstracttheory of linear operators in Hilbert spaces, Banachspaces, and topological linear spaces. Application ofabstract theory in constructing computationaltechniques (method of Rayleigh-Ritz) in eigenvalueproblems associated with linear differential andintegral equations arising in physical applications.Introduction to theory of distributions and Green'sfunctions. Prerequisite: Math 308.

426 Green's Function Structures And Methods ForApplication (LEC 3.0) Continuation of Math 425.Theory of distributions (Dirac Delta function) andGreen's functions. Applications in the solution ofboundary value problems for linear partial differentialequations arising in physical applications. Integralequations in several independent variables. Methodof characteristics in solving partial differentialequations. Prerequisite: Math 425.

430 Theory Of Differential Equations I (LEC 3.0)Stability theory, Liapunov's direct method, periodicsolutions, Poincare-Bendixson theory, applications.Prerequisite: Math 302.

431 Theory Of Differential Equations II (LEC 3.0)Continuation of Math 430. Nonlinear oscillations,solutions near singular points, asymptotic methods,differential equations on manifolds, boundary-valueproblems. Prerequisite: Math 302.

435 Calculus Of Variations I (LEC 3.0) Linear spaces,linear operators, and functionals, necessaryconditions, transversality, corner conditions,HamiltonJacobi theory, direct methods, eigenvalueproblems, isoperimetric problems, theory of thesecond variation, differential forms and n-dimensional manifolds, applications to differentialequations, conservation laws, dynamicprogramming, and Pontryagin maximum principle,application in physics, engineering economics.Prerequisite: Math 311.

436 Calculus Of Variations II (LEC 3.0) Continuationof Math 435. Prerequisite: Must be preceded by Math435.

Mathematics Courses - 177

437 Financial Mathematics II (LEC 3.0) Continuationof Math/Econ 337. Topics include martingales andmeasures, stopping times, discrete and continuoustime finance, Brownian motion, Ito calculus,stochastic differential equations, Black-Scholes-Merton formula, numerical procedures. Prerequisite:Math 337 or Econ 337. (Co-listed with Econ 437)

440 Geometric Structures (LEC 3.0) Selected topics innon-Euclidean, solid, projective, and fractalgeometry. Prerequisite: Math 330.

441 Geometric Structures Practicum (LEC 1.0) Aninstructional unit based on material learned in Math440 will be designed by each student. These unitswill be class tested. The unit and results of classtesting will be presented both in written and oralformat. Prerequisite: Math 440.

451 Functions Of A Complex Variable I (LEC 3.0)Complex plane, complex function theory, elementaryRiemann surfaces, conformal mapping, complexintegration, infinite complex series and sequences,calculus of residues with applications. Prerequisite:Math 311.

452 Functions Of A Complex Variable II (LEC 3.0)Argument principle and consequences; harmonicfunctions and Dirichlet's problem; infinite products;entire, meromorphic and rational functions; analyticcontinuation; symmetry principle; conformalmapping; functions of several complex variables.Prerequisite: Preceded by Math 451.

461 Harmonic Analysis I (LEC 3.0) Fourier series, normand pointwise convergence of Fourier series, theconjugate and maximal functions, analytic functionsin the unit disk and Hardy spaces, interpolation oflinear operators and the Hausdorff-Young-RieszTheorem, Sidon sets. Prerequisites: Math 315 andMath 351.

462 Harmonic Analysis II (LEC 3.0) Fourier integrals,almost-periodic functions on the real line, Banachalgebras, Wiener's Tauberian Theorem and the primenumber theorem, the Paley-Wiener Theorems, band-limited functions and Shannon's Theorem, thecontinuous wavelet transform, discrete wavelettransforms and frames, orthonormal bases ofwavelets and multi-resolution analysis. Prerequisite:Must be preceded by Math 461.

465 Mathematical Programming (LEC 3.0) Anintroduction to linear optimization and itsengineering applications; problem modeling, search-based optimization, the simplex method for solvinglinear problems, multi-objective optimization,discrete dynamic programming. Applications ofoptimization in the fields such as transportation,project management, manufacturing and facilitylocation will be discussed. Prerequisites: Stat 213 orequivalent and (Eng Mg 382 or Math 203 or Math208). (Co-listed with Eng Mgt 465)

475 Theory Of Partial Differential Equations (LEC3.0) Classical wave, potential, and heat equations;classification into elliptic, parabolic, and hyperbolictypes; existence and uniqueness proofs.Prerequisite: Math 309.

483 Special Functions (LEC 3.0) Infinite products,gamma and beta functions, asymptotic series, thehypergeometric function, generalizedhypergeometric functions, Bessel functions,generating functions; polynomials of legendre,Hermite, Laguerre, and Jacobi; elliptic functions,theta functions, Jacobian elliptic functions.Prerequisites: Math 309 and 351.

485 Topology I (LEC 3.0) Topological spaces, uniformand quasi-uniform spaces, product and quotientspaces, separation properties and connected spaces,compactness. Prerequisite: Math 385.

486 Topology II (LEC 3.0) Metrizability conditions, thetheory of convergence using both filters and nets,completions and compactifications, and papers fromthe recent literature. Prerequisite: Math 485.

490 Research (IND 0.0-15.0) Investigation of anadvanced nature leading to the preparation of athesis or dissertation.



Mechanical Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Synthesis Of Mechanisms (LEC 3.0) Synthesis ofplanar mechanisms for function generation, pathgeneration, and motion generation. Emphasis is onanalytical methods for synthesis. Prerequisite: McEng 213.

304 Compliant Mechanism Design (LEC 3.0)Introduction to compliant mechanisms; review ofrigid-body mechanism analysis and synthesismethods; synthesis of planar mechanisms withforce/energy constraints using graphical andanalytical methods; pseudo-rigid-body models;force-deflection relationships; compliant mechanismsynthesis methods; and special topics, e.g. bistablemechanisms, constant-force mechanisms, parallel

178 - Mechanical Engineering Courses

mechanisms, and chain algorithm in design.Emphasis will be on applying the assimilatedknowledge through a project on compliantmechanisms design. Prerequisites: Mech Eng 213,Civ Eng 110.

305 Lubrication (LEC 3.0) Development of basicprinciples of bearing analysis including manufactureand properties of lubricants, hydrodynamics andhydrostatic lubrication, journal and thrust bearings,ball and roller bearings, boundary considerations,and bearing materials. Prerequisite: Mc Eng 231.

306 Material Processing By High-Pressure WaterJet (LEC 3.0) Methods of generating high pressurewater jets; standard equipment, existing techniques,and basic calculations. Application of water jets tomaterials cutting and mineral processing. Safetyrules. The course will be supported by laboratorydemonstrations. Prerequisite: Mc Eng 231 orundergraduate fluids course. (Co-listed with Mi Eng306)

307 Vibrations I (LEC 3.0) Equations of motion, freeand forced vibration of single degree of freedomsystems and multidegree of freedom systems.Natural frequencies, resonance, modes of vibrationand energy dissipation are studies. The vibration ofcontinuous systems is introduced. Prerequisites: McEng 211 and 213, or Ae Eng 213 and Math 204. (Co-listed with Aero Eng 307)

308 Rapid Product Design And Optimization (LEC 3.0)Product Life cycle design; Finding design solutionsusing optimization technique; Rapid productrealization using rapid prototyping and virtualprototyping techniques. Prerequisite: Mc Eng 208.

309 Engineering Acoustics I (LEC 3.0) Introduction toacoustical theory and measurement with emphasison mechanical and aerospace engineeringapplications. Plane and spherical wave propagation,resonators and filters, absorption, room acoustics,human response to noise, noise legislation, noisecontrol. Use of common instrumentation in severalprojects. Prerequisites: Mc Eng 211 and 213, or AeEng 213 and Math 204. (Co-listed with Ae Eng 309)

311 Introduction To Continuum Mechanics (LEC 3.0)Introductory cartesian tensor analysis to aid in thedevelopment of the theory of a continuum. Kinematicsof deformation, stress tensor, equations of motion,equations of mass and energy balance. Examples fromspecific material theories in solid and fluid mechanics.Prerequisites: Civ Eng 110, Math 204.

312 Introduction to Finite Element Analysis (LEC3.0) Variational formulation of the governingequations. Finite element model, interpolationfunctions, numerical integration, assembly ofelements and solution procedures. Applications tosolid mechanics, fluid mechanics and heat transferproblems. Two-dimensional problems. Computerimplementation and use of commercial finite elementcodes. Prerequisite: Mech Eng 208 or Aero Eng 253or consent of instructor for majors that do notrequire either of these courses. (Co-listed with AeroEng 352)

313 Intermediate Dynamics Of Mechanical AndAerospace Systems (LEC 3.0) Principles ofdynamics are applied to problems in the design ofmechanical and aerospace systems; basic conceptsin kinematics and dynamics; dynamics of systems ofparticles; dynamics of rigid bodies, three-dimensional effects in machine elements; dynamicstability, theory and applications; methods ofanalytical dynamics. Prerequisite: Mc Eng 213 or AeEng 213. (Co-listed with Ae Eng 313)

314 Applications Of Numerical Methods ToMechanics Problems (LEC 3.0) Numerical solutionsof statics, vibrations, and stability problems. Directstiffness formulations are developed and user-oriented computer codes are used to solve practicalstructures problems. Computer graphics techniquesare utilized to prepare data and display results.Prerequisites: Civ Eng 110; Mech Eng 160 or AeroEng 160.

315 Concurrent Engineering I (LEC 3.0) Students willbe introduced to the concurrent engineeringapproach to product development. They will learn toset up quantitative requirements and then use aquantitative rating process to identify the criticalrequirements relating to the desired product. Theinteraction between design, manufacturing,assembly, cost, and supportability will be covered.The students will form teams and practice theconcurrent engineering process for simple products.Prerequisites: Mech Eng 213 or Aero Eng 231, andCiv Eng 110. (Co-listed with Aero Eng 315)

316 Concurrent Engineering II (LAB 3.0) Students willform groups and then using the electronic data basedapproach apply the concurrent engineering processto develop products. Areas to be covered are thecustomer, design, manufacturing, assembly, cost andsupportability. Prerequisite: Ae Eng 315 or Mc Eng315. (Co-listed with Ae Eng 316)

319 Advanced Thermodynamics (LEC 3.0) After a shortreview of classical thermodynamics, the elements ofchemical reactions, chemical equilibrium, statisticalthermodynamics, and the basic concepts of kinetictheory are presented. Prerequisite: Mech Eng 219.(Co-listed with Ae Eng 319)

320 Advanced Mechanics of Materials (LEC 3.0)Comprehensive insight into mechanics of materials.Topics to include: theories of failure, torsion ofnoncircular sections, shear flow and shear center,unsymmetric bending, bending of curved members,beams on elastic foundation and pressurization ofthick walled cylinders. Prerequisites: Civ Eng 110,Math 204. (Co-listed with Aero Eng 320)

322 Introduction To Solid Mechanics (LEC 3.0)Review of basic concepts in continuum mechanics.Finite elasticity: some universal solutions forisotropic materials, application of special mechanicalmodels. Linear elasticity: compatibility, stressfunctions, superposition, special examples such asextension, torsion, bending, and plane problems.Elements of plasticity. Prerequisite: E Mech 311. (Co-listed with Ae Eng 322)

Mechanical Engineering Courses - 179

323 Transport Phenomena In ManufacturingProcesses (LEC 3.0) A study of the important rolethat transport phenomena (heat and mass transferand fluid flow) play during various manufacturingprocesses including metal casting, joining andwelding extrusion, forging, crystal growth, chemicaldeposition, and thermal spray deposition.Prerequisites: Mc Eng 225 and 231.

325 Intermediate Heat Transfer (LEC 3.0) Analyticalstudy of conduction; theory of thermal radiation andapplications; energy and momentum equations inconvective heat transfer and review of empiricalrelations. Current topics are included. Prerequisite:Mc Eng 225. (Co-listed with Ae Eng 325)

327 Combustion Processes (LEC 3.0) Application ofchemical, thermodynamic, and gas dynamic principlesto the combustion of solid, liquid, and gaseous fuels.Includes stoichiometry, thermochemistry, reactionmechanism, reaction velocity, temperature levels, andcombustion waves. Prerequisite: Mc Eng 221. (Co-listed with Ae Eng 327)

329 Smart Materials And Sensors (LEC 2.0 and LAB1.0) Smart structures with fiber reinforced polymer(FRP) composites and advanced sensors. Multi-disciplinary topics include characterization,performance, and fabrication of compositestructures; fiber optic, resistance, and piezoelectricsystems for strain sensing; and applications of smartcomposite structures. Laboratory and team activitiesinvolve manufacturing, measurement systems,instrumented structures, and performance tests ona large-scale smart composite bridge. Prerequisites:Senior standing and Math 204. (Co-listed with AeroEng 329, Elec Eng 329 and Civ Eng 318)

330 Applied Computational Methods (LEC 3.0)Detailed study of computational methods for efficientsolution of selected fluids, structures,thermodynamics, and controls problems inaerospace and mechanical engineering. Besidesbasic numerical techniques, topics covered includegradient-based optimization and uncertaintyquantification. Prerequisite: Comp Sci 53 or 73 or78; Math 204. (Co-listed with Aero Eng 330)

331 Intermediate Thermofluid Mechanics (LEC 3.0)Derivation of Navier-Stokes equations, analyticalsolutions of viscous flows; flow in pipes, flownetworks; intermediate treatment of boundary layertheory; micro-fluidics and MEMS; introduction tonumerical methods for solving fluid flows; and,preliminary treatise on turbulence. Prerequisite: McEng 231 or Ae Eng 231. (Co-listed with Ae Eng 331)

333 Internal Combustion Engines (LEC 3.0) A coursedealing primarily with spark ignition and compressionignition engines. Topics include: thermodynamics, airand fuel metering, emissions and their control,performance, fuels, and matching engine and load.Significant lecture material drawn from currentpublications. Prerequisite: Mc Eng 221.

334 Stability Of Engineering Structures (LEC 3.0)Solution of stability problems with applications tocolumns, plates and shell structures. Torsional and

lateral buckling of columns. Buckling under hightemperatures. Effect of imperfections introduced bya technological process on stability. Design issuesrelated to stability requirements. Prerequisites: CivEng 110; Math 204; and IDE 150 or Mech Eng 160 orAero Eng 160. (Co-listed with Aero Eng 334)

335 Applied Energy Conversion (LEC 3.0) The studyof the principles of energy conversion. Specificapplications include fuel cells and other direct energyconversion devices used in plug-in hybrid electricvehicles. Prerequisite: Mech Eng 221.

336 Fracture Mechanics (LEC 3.0) Linear elastic andplastic mathematical models for stresses aroundcracks; concepts of stress intensity; strain energyrelease rates; correlation of models with experiment;determination of plane stress and plane strainparameters; application to design. Prerequisite: CivEng 110. (Co-listed with Aero Eng 336)

338 Fatigue Analysis (LEC 3.0) The mechanism offatigue, fatigue strength of metals, fracturemechanics, influence of stress conditions on fatiguestrength, stress concentrations, surface treatmenteffects, corrosion fatigue and fretting corrosion,fatigue of joints, components and structures, designto prevent fatigue. Prerequisite: Civ Eng 110. (Co-listed with Aero Eng 344)

339 Computational Fluid Dynamics (LEC 3.0)Introduction to the numerical solution of the Navier-Stokes equations, by finite difference methods, inboth stream function-vorticity and primitive variableformulations. Course format emphasizes studentdevelopment of complete computer programsutilizing a variety of solution methods. Prerequisites:Comp Sci 53 or 73 or 74; one course in fluidmechanics. (Co-listed with Ae Eng 339)

342 Experimental Stress Analysis II (LEC 2.0 and LAB1.0) Acquaints the student with some techniques ofexperimental stress analysis. Topics include principalstresses, strain to stress conversion, transmissionand reflection photoelastic methods, Moire fringemethods, and analogies. Prerequisites: Civ Eng 110,Eng Mech 321. (Co-listed with Eng Mech 342, AeroEng 342)

344 Interdisciplinary Problems In ManufacturingAutomation (LEC 2.0 and LAB 1.0) The course willcover material necessary to design a product and thefixtures required to manufacture the product.Participants will gain experience with CAD/CAMsoftware while carrying out an actual manufacturingdesign project. (Co-listed with Ch Eng 384, Eng Mg344)

349 Robotic Manipulators And Mechanisms (LEC 2.0and LAB 1.0) Overview of industrial applications,manipulator systems and geometry. Manipulatorkinematics; hand location, velocity and acceleration.Basic formulation of manipulator dynamics andcontrol. Introduction to machine vision. Projectsinclude robot programming, vision-aided inspectionand guidance, and system integration. Prerequisites:Cmp Sc 73, Mc Eng 213. (Co-listed with Ae Eng 349)


353 Computer Numerical Control Of ManufacturingProcesses (LEC 2.0 and LAB 1.0) Fundamentaltheory and application of computer numericalcontrolled machine tools from the viewpoint ofdesign principles, machine structural elements,control systems, and programming. Projects includemanual and computer assisted part programmingand machining. Prerequisite: Mc Eng 253.

354 Variational Formulations Of MechanicsProblems (LEC 3.0) Introduction and study ofvariational problems in classical dynamics and solidmechanics emphasizing the concepts of virtual work,minimum potential energy, and complementaryenergy. Variational inequalities. Prerequisites: CivEng 110; Math 204; and IDE 150 or Mech Eng 160 orAero Eng 160. (Co-listed with Eng Mech 354)

355 Manufacturing Equipment Automation (LEC 2.0and LAB 1.0) Manufacturing automation at theequipment level. Topics include sensors, actuators,and computer interfacing for manufacturingequipment, dynamic modeling and control ofmanufacturing equipment, interpolation, coordinatedmotion control, kinematic and geometric errormodeling, and runout. Prerequisite: Mech Eng 279.

356 Design For Manufacture (LEC 3.0) Course coversthe approach of concurrent product and processdesign. Topics includes: principle of DFM, Newproduct design process, process capabilities andlimitations, Taguchi method, tolerancing and systemdesign, design for assembly and AI techniques forDFM. Prerequisites: Mc Eng 208, Mc Eng 253.

357 Integrated Product And Process Design (LEC 3.0)Emphasize design policies of concurrent engineeringand teamwork, and documenting of design processknowledge. Integration of various product realizationactivities covering important aspects of a product lifecycle such as "customer" needs analysis, conceptgeneration, concept selection, product modeling,process development, DFX strategies, and end-of-product life options. Prerequisite: Eng Mgt 253 orMech Eng 253. (Co-listed with Eng Mgt 354)

358 Integrated Product Development (LEC 1.0 andLAB 2.0) Students in design teams will simulate theindustrial concurrent engineering developmentprocess. Areas covered will be design,manufacturing, assembly, process quality, cost,supply chain management, and product support.Students will produce a final engineering product atthe end of the project. Prerequisite: Eng Mgt 354 orMech Eng 357 or Mech Eng 253 or Mech Eng 308.(Co-listed with Eng Mgt 358)

360 Probabilistic Engineering Design (LEC 3.0) Thecourse deals with uncertainties in engineeringanalysis and design at three levels – uncertaintymodeling, uncertainty analysis, and design underuncertainty. It covers physics-based reliabilityanalysis and reliability-based design, robustnessassessment and robust design, their integration withdesign simulations, and their engineeringapplications. Prerequisite: Mech Eng 208 or Aero Eng261. (Co-listed with Aero Eng 360)

361 Engineering Design Methodology (LEC 3.0) Thiscourse examines structured engineering designtheory and methodologies for conceptual design andredesign of products. Topical coverage includescustomer needs gathering, functional modeling,engineering specifications creation (OFD), conceptgeneration, selection and design embodiment. Teamwork/hands-on projects emphasized. Prerequisite: Atleast Senior standing in engineering. (Co-listed withIDE 220)

363 Principles And Practice Of Computer AidedDesign (LEC 2.0 and LAB 1.0) This courseintroduces the fundamentals of computer-aideddesign with emphasis on mathematicalrepresentations of curves and surfaces, modeling ofsolids, and graphic displays. Students will alsopractice with commercial CAD/CAM packages to gainexperiences and to help grasp fundamentals.Prerequisites: Cmp Sc 53, 73, or 74; Mc Eng 161; atleast junior standing.

364 Introduction to Decision Analysis (LEC 3.0) Thiscourse is an introduction to decision analysis, adecision-making method under uncertainty. Thecourse topics include probability theory, influencediagram, decision tree, subjective probability,sensitivity analysis, value of information, riskattitude, and utility models. Prerequisite: Stat 211 orStat 213 or Stat 215 or Stat 217.

366 Solar Energy Technology (LEC 3.0) Introductionto the nature of solar radiation and associatedthermal energy transfers. Methods of collecting andstoring solar energy. Analysis and design of systemsfor utilizing solar energy, including heating andcooling. Prerequisite: Mech Eng 225, or consent ofinstructor for non-ME majors.

367 Heat Pump And Refrigeration Systems (LEC 3.0)The various methods used in the thermal design andanalysis of both refrigeration and heat pumpssystems are investigated. Various methods ofproducing heating and cooling are examinedincluding vapor compression, absorption, air cycle,steam jet, and thermoelectric systems.Prerequisites: Mc Eng 221, 225.

370 Plasma Physics I (LEC 3.0) Single particle orbits inelectric and magnetic fields, moments of Boltzmannequation and introduction to fluid theory. Diffusion ofplasma in electric and magnetic fields. Analysis oflaboratory plasmas and magnetic confinementdevices. Introduction to plasma kinetic theory.Prerequisite: Aero Eng 231 or Mech Eng 231 orPhysics 221 or Nuc Eng 221 or Elec Eng 271. (Co-listed with Aero Eng 370, Nuc Eng 370, Physics 370)

371 Environmental Controls (LEC 3.0) Theory andapplications of principles of heating, ventilating, andair conditioning equipment and systems; designproblems. Physiological and psychological factorsrelating to environmental control. Prerequisites:Mech Eng 221 and accompanied or preceded byMech Eng 225; or Mech Eng 227 and Civ Eng 230.(Co-listed with Arch Eng 371)


375 Mechanical Systems For Environmental Control(LEC 3.0) Analysis of refrigeration, heating, and air-distribution systems. Synthesis of environmentalcontrol systems. Prerequisites: Mech Eng 221 and225; or Mech Eng 227 and Civ Eng 230.

378 Mechatronics (LEC 2.0 and LAB 1.0) This coursewill introduce students to the basics of mechatronics(i.e., the integration of mechanical, electrical,computer, and control systems). Students will learnthe fundamentals of sensors and actuators formechanical systems, computer interfacing,microcontrollers, real-time software, and control.Prerequisite: Mech Eng 279 or equivalent. (Co-listedwith Aero Eng 378, Elec Eng 378 and Comp Eng 378)

381 Mechanical And Aerospace Control Systems(LEC 3.0) Synthesis of mechanical and aerospacesystems to perform specific control functions.Response and stability are studied. Singular valueanalysis for stability margins is introduced.Prerequisite: Mc Eng 279 or Ae Eng 361. (Co-listedwith Ae Eng 381)

382 Introduction To Composite Materials &Structures (LEC 3.0) Introduction to fiber-reinforced composite materials and structures withemphasis on analysis and design. Compositemicromechanics, lamination theory and failurecriteria. Design procedures for structures made ofcomposite materials. An overview of fabrication andexperimental characterization. Prerequisite: Civ Eng110. (Co-listed with Aero Eng 311)

383 Industrial Applications Of Composite MaterialsTechnology (LEC 3.0) Composite materials-industrial applications. Fibers and matrices.Fabrication and NDI. Lamination theory overview.Composite joints. Postbuckling. Fatigue andenvironmental effects. Testing and certification ofcomposite structures. A majority of the presentationswill be made by engineers in the industry.Prerequisite: Civ Eng 110. (Co-listed with Eng Mech303)



401 Special Topics (Variable 0.0-6.0) This course isdesigned to give the department an opportunity totest a new course. Variable title. (Co-listed with AeEng 401)

407 Advanced Vibrations (LEC 3.0) Advancedtreatment of discrete and continuous vibratorysystems. Extensive use is made of matrix methodsand operator notation. Special topics include:transmission matrices, relative coordinates, timedependent boundary conditions, approximatetechniques for linear systems, nonlinear systems,and random excitations. Prerequisite: Mc Eng or AeEng 307. (Co-listed with Ae Eng 407)

408 Advanced Finite Element Analysis (LEC 3.0)Higher order, isoparametric and mixed finiteelements. Eigenvalue and time-dependent problems.Solution procedures for dynamic analysis. Implicitand explicit methods. Applications to viscousincompressible fluid and plate bending problems.Three-dimensional problems. Nonlinear finiteelement analysis. Practical applications usingcommercial software. Prerequisite: Mech Eng 312 orAero Eng 352. (Co-listed with Ae Eng 408)

409 Engineering Acoustics II (LEC 3.0) Expandedtreatment of the theory of sound generation andpropagation. The acoustic source, dipole, andquadrupole. Noise sources due to vibration and fluidflow. Sound propagation in the atmosphere. Thetransmission of sound in ducts. Propeller, fan, and jetnoise. Prerequisite: Mc Eng or Ae Eng 309. (Co-listedwith Ae Eng 409)

410 Seminar (LEC 0.0-1.0) Discussion of current topics.(Co-listed with Aero Eng 410)

413 Advanced Dynamics Of Machinery (LEC 3.0)Current problems in aerospace dynamics are treatedusing methods of analytical mechanics; gyroscopicphenomena; the calculus of variations; stability ofsystems, to include approximate techniques.Prerequisite: Mc Eng or Ae Eng 313. (Co-listed withAe Eng 413)

422 Applied Linear Elasticity (LEC 3.0) Formulationand study of boundary-value problems in 2-D linearelastostatics: Equilibrium and compatibility. Stressfunction formulations in Cartesian and polarcoordinates. Curved beam, wedge and plane contactproblems. Dislocations and cracks. Thermoelasticity.Prerequisites: IDE 110, Math 325 (Co-listed withAero Eng 422)

423 Viscous Fluid Flow (LEC 3.0) Fundamentals ofviscous fluids for incompressible and compressibleflows governed by Navier-Stokes equations; exact,approximate, and numerical solutions for steady andunsteady laminar flows; boundary layer theory forincompressible and compressible flows; stability andtransition. Prerequisite: Mech Eng 331 or Aero Eng331 or Mech Eng 339 or Aero Eng 339 or equivalent.(Co-listed with Aero Eng 423)

425 Heat Transfer By Conduction (LEC 3.0) A study ofconduction heat transfer in solids by analytical andother methods. Prerequisite: Mc Eng or Ae Eng 325.(Co-listed with Ae Eng 425)

426 Micro-/Nano-Scale Thermophysics and EnergyTransport (LEC 3.0) Introduces advanced statisticalthermodynamics, nonequilibrium thermodynamics,kinetic theory, and quantum theory to analyzethermophysics and energy transport for microscaleand nanoscale systems. Covers the fundamentalconcepts of photons, electrons, and phonons in theforms of waves and particles. Includes applicationsto ultrafast laser processing. Prerequisite: Mech Eng325.

427 Heat Transfer By Convection (LEC 3.0) Ananalytical study of convective heat transfer inlaminar and turbulent flows; forced convection,


natural convection, and mixed convection; combinedheat and mass transfer; heat transfer with change ofphase; instability of laminar flow; current topics inconvection. Prerequisite: Mc Eng or Ae Eng 325. (Co-listed with Ae Eng 427)

429 Heat Transfer By Radiation (LEC 3.0) A study ofthe nature of thermal radiation; implications fromelectromagnetic theory; radiative characteristics ofsurfaces; enclosures; configuration factors;radiosity; specular and diffuse reflection; transfer inabsorbing, emitting and scattering media; combinedradiation conduction and convection; experimentalmethods. Prerequisite: Mc Eng or Ae Eng 325. (Co-listed with Ae Eng 429)

430 Theory Of Plates (LEC 3.0) General coverage ofvarious approaches to plate problems and theapplication of these methods to practical problems.Special topics include applications to elasticfoundations, buckling and energy methods in platetheory. Prerequisite: Math 325.

431 Gas Dynamics I (LEC 3.0) A critical analysis of thephenomena governing the flow of a compressiblefluid; introduction to flow in two and threedimensions; Prandil-Meyer expansions; smallperturbations in subsonic and supersonic flows;method of characteristics. Prerequisite: Mc Eng or AeEng 331. (Co-listed with Ae Eng 431)

432 Theory Of Shells (LEC 3.0) General theory of stressanalysis of shells based on topics in differentialgeometry and general elasticity theory. Theory isapplicable to studies of the elastic behavior of flatplates and shells, buckling and post-duckling behaviorof shells, and provides a basis for all shell theorieswhich account for anisotropy, plasticity, creep, thermalstrains, internal reinforcements, and transverseshearing deformations. Prerequisite: Math 325.

435 Turbulent Flows - Theory, Measurements andModeling (LEC 3.0) Navier-Stokes equations;statistical description and mean-flow equations;behavior of free shear and wall bounded flows; theenergy cascade; turbulence spectra and Kolmogorovhypothesis; measurement techniques: PIV, hot-wires, LDV; turbulence modeling for transportprocesses and closure schemes for RANS equations;evaluation of model constants, introduction to LES,DNS and hybrid-RANS. Prerequisite: Mech Eng 331or Aero Eng 331 or Mech Eng 339 or Aero Eng 339 orequivalent. (Co-listed with Aero Eng 435)

436 Advanced Fracture Mechanics (LEC 3.0)Mathematical theories of equilibrium cracks and brittlefracture, mathematical analysis of elastic-plasticfracture mechanics, COD, R-curve and J-integralanalysis. Prerequisite: Ae Eng 336 or Mc Eng 336.

437 Physical Gas Dynamics I (LEC 3.0) Features ofhigh temperature gas flows including thedevelopment of the necessary background fromkinetic theory, statistical mechanics, chemicalthermodynamics and chemical kinetics. Equilibriumand non-equilibrium gas properties and gas flows areincluded. Prerequisite: Mc Eng or Ae Eng 331. (Co-listed with Ae Eng 437)

441 Advanced Energy Conversion (LEC 3.0) Ananalytical study of power producing systems withemphasis on new techniques and energy sources. Allbasic methods of energy conversion are coveredfrom detailed physical descriptions to mathematicalanalysis. Included are advanced heat engines,nuclear power reactors, thermoelectric engines,magnetohydrodynamic devices, solar energy, fuelcells, and recent developments. Prerequisite: Mc Eng(or Ae Eng) 319, or Mc Eng (or Ae Eng) 325

447 Markov Decision Processes (LEC 3.0) Introductionto Markov Decision Processes and DynamicProgramming. Application to Inventory Control andother optimization and control topics. Prerequisite:Graduate standing in background of probability orstatistics. (Co-listed with Comp Eng 457, Aero Eng457, Eng Mgt 457 and Comp Sci 457)

453 Advanced Cnc Of Manufacturing Processes &Engineering Metrology (LEC 2.0 and LAB 1.0)Advanced treatment of Computer Numerical Control(CNC) part programming and machine toolmetrology. Topics include mathematical modelingand characterization of machine tools and CoordinateMeasuring Machines (CMMs); Measurement andanalysis of dimensional accuracy, surface finish,precision, and uncertainty; Machine tool errormodeling and compensation; Virtual NumericalControl (VNC) Machine Tool modeling, programming,simulation and process verification/optimization.Projects include advanced CNC programming andsimulation. Prerequisite: Mc Eng 353.

455 Modeling And Control Of ManufacturingProcesses (LEC 3.0) This course covers control-oriented modeling,simulation, and control of manufacturing processes.Topics include digital control, control systemhardware, servomechanisms, interpolation,coordinated motion control, regenerative chatter, andcontrol of machining and non-traditional processes.Control algorithms are implemented on a machiningcenter. Prerequisites: Mc Eng 355, Mc Eng 381.

457 Laser Aided Manufacturing And MaterialsProcessing (LEC 3.0) Fundamental studies in laseraided manufacturing and materials processingincluding laser principles and optics, physics of laser-materials interaction, interface responses for rapidsolidification, theories on non-equilibrium synthesis,modeling of transport phenomena, optical sensingtechniques, current topics and considerations forlasers in manufacturing. Prerequisite: Mc Eng 325.

458 Adaptive Critic Designs (LEC 3.0) Review ofNeurocontrol and Optimization, Introduction toApproximate Dynamic Programming (ADP),Reinforcement Learning (RL), Combined Concepts ofADP and RL - Heuristic Dynamic Programming (HDP),Dual Heuristic Programming (DHP), Global DualHeuristic Programming (GDHP), and Case Studies.Prerequisite: Elec Eng 368 Neural Networks orequivalent (Computational Intelligence Comp Eng301) (Co-listed with Comp Eng, Elec Eng, Aero Engand Sys Eng 458.


459 Advanced Topics In Design And Manufacturing(LEC 3.0) Various topics in the area of design andmanufacturing will be covered in this course:development of flexible manufacturing systems,CAD/CAM integration, rapid prototyping, etc.Prerequisite: Mc Eng 355.

461 Modern Product Design (LEC 3.0) Modern productdevelopment, design and prototyping are examinedfrom a product architecture standpoint in this course.Functional modeling techniques are used to establishthe architecture of a product and recently developedtheories and techniques for design are covered. Aprototyping project is required to provide immediateapplication of the theories. Prerequisite: Mc Eng/AeEng/Eng Mg 350 or Mc Eng 308 or Mc Eng 356.

475 Advanced Environmental Control (LEC 3.0) Thestudy of environmental control systems includingtheir sizing, control, and energy requirements. Use ofmajor energy analysis programs for systemevaluation. Prerequisite: Mc Eng 375.

479 Analysis And Synthesis Of Mechanical AndAerospace Systems (LEC 3.0) A unified treatmentof modern system theory for the Mechanical andAerospace Engineering Controls Analyst, includinganalysis and synthesis of linear and nonlinearsystems, compensation and optimization ofcontinuous and discrete systems, and theory ofadaptivity. Prerequisite: Mc Eng 381 or Ae Eng 381.(Co-listed with Ae Eng 479)

484 Analysis Of Laminated Composite Structures(LEC 3.0) An overview of isotropic beams, plates,and shells. Bending, vibration, and buckling oflaminated composite beams and plates: exact andapproximate solutions. Development of compositeshell theory and simplified solutions. Analysis ofcomposite structures including transverse sheardeformation and thermal effects. Prerequisite: MechEng 382 or Aero Eng 311. (Co-listed with Aero Eng484)

485 Mechanics Of Composite Materials (LEC 3.0)Effective moduli of spherical, cylindrical, and lamellarsystems. Micromechanics of fiber-matrix interfacesand unidirectional composites. Application of shearleg and other approximate theories to interfaces andcomposites including fiber pull-out, debonding andmatrix cracking. Prerequisite: Mech Eng 382 or AeroEng 311. (Co-listed with Aero Eng 485)



493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examinations foron-campus M.S./Ph.D. students may be processed

during intersession. Off-campus M.S. students mustbe enrolled in oral examination and must have paidan oral examination fee at the time of thedefense/comprehensive examination (oral/ written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.


Metallurgical EngineeringCourses300 Special Problems (IND 0.0-6.0) Problems or



303 Metals Refining and Recycling of Materials (LEC3.0) Survey of selected modern processes for theproduction of metals, the treatment of wastes, andrecycling of metal values. Processes are studied withrespect to raw materials, chemical reactions, energyconsumption, process intensity, yield andenvironmental impact. Prerequisite: Cer Eng 259.

305 Nondestructive Testing (LEC 3.0) Principles andapplications of various means of non-destructivetesting of metallic materials. Radiological inspectionmethods, ultrasonic testing, magnetic methods,electrical and eddy current methods and others.Prerequisite: Physics 24 or 25. (Co-listed with ElecEng 375)

306 Nondestructive Testing Laboratory (LAB 1.0)Application of radiological and ultrasonic methods ofnondestructive testing of metallic materials. Aradiographic X-ray units and ultrasonic equipmentare used in the inspection of a variety of materialsand manufactured parts. Prerequisite: Accompaniedor preceded by Mt Eng 305.

307 Metals Casting (LEC 3.0) An advanced course in thematerials and methods used in modern metalscasting processes. Application of metallurgicalprinciples to the casting of metals. Design of castingsand metals casting mold features using commercialcasting process simulation software. Prerequisite:Met Eng 221 or Mech Eng 153.

308 Metals Casting Laboratory (LAB 1.0) An advancedlaboratory study of mold materials, metal flow, andcast metals. Emphasis is given to design of gating,risering, and ladle treatment techniques required foreconomical, highquality castings. Prerequisite:Accompanied or preceded by Mt Eng 307.

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310 Seminar (IND 0.0-3.0) Discussion of current topics.311 Metals Joining (LEC 2.0) Metals joining processes

such as welding and brazing. Effects of welding onmaterials. Treatment and properties of welded joints.Welding defects and quality control. Prerequisite: MtEng 121 or 221.

313 Scanning Electron Microscopy (LEC 2.0 and LAB1.0) A course in the theory and application ofscanning electron microscopy and x-raymicroanalysis. Topics considered are electron optics,image formation and analysis; x-ray generation,detection and analysis; and characterization offracture surfaces. Prerequisites: Met Eng 217 and218 or course in optical microscopy - consent ofinstructor required.

315 Metallurgical Process Design Principles (LEC2.0) Application of mass, component and energybalances for metallurgical design. The fundamentalsof engineering economic analysis will be examinedand experimental design techniques will beintroduced. Students will be prepared for theselection and planning of the subsequent designproject. Prerequisite: Senior standing in Mt Eng.

316 Metallurgical Design Project (LAB 2.0) Studentgroups will undertake selected projects, which willrepresent a capstone design experience utilizingskills, understanding and data from previouscourses. The faculty supervised open-ended designprojects will involve a variety of tasks appropriate tothe metallurgical engineer. Prerequisite: Mt Eng 315.

318 Principles for Microstructural Design (LEC 2.0)This course will introduce the basics ofmicrostructural principles that can be used to designadvanced materials. It will help students learn aboutthe basic principles and microstructural designapproaches. Prerequisites: At least junior standing,Met Eng 215; Met Eng 217 or equivalent.

321 Metal Deformation Processes (LEC 3.0) Anintroduction to metal deformation concepts followedby a study of various forming processes from both theanalytical and applied viewpoints. Processes toinclude: forging, wire drawing, extrusion, rolling, sheetmetal forming, and others. Prerequisite: Mt Eng 221.

329 Material Selection, Fabrication, And Failure (LEC3.0) Factors governing the selection of materials forspecific needs, fabrication, heat treatment, surfacetreatment, and other aspects in the production of asatisfactory component. Failure analysis andremedies. Lecture plus assigned problems.Prerequisites: Mt Eng 217, 218, 221.

331 Steels And Their Treatment (LEC 3.0) Industriallyimportant ferrous alloys are described and classified.The selection of proper heat treatments to facilitatefabrication and to yield required service properties insteels suitable for various applications is considered.Prerequisites: Met Eng 217 and Met Eng 218.

332 Metals Treatment Laboratory (LAB 1.0) Thestudents plan and perform experiments that illustrateheat treating processes and their effects on theproperties and structure of commercial alloys.Prerequisite: Accompanied or preceded by Mt Eng 331.

333 Nonferrous Alloys (LEC 3.0) Structure andproperties of nonferrous alloys (Al, Ti, Mg, Ni and Cu)are described. The role of processing andmicrostructure in the development of mechanicalproperties is emphasized. Prerequisites: Mt Eng 217or Mt Eng 377.

340 Biomaterials I (LEC 3.0) This course will introducesenior undergraduate students to a broad array oftopics in biomaterials, including ceramic, metallic,and polymeric biomaterials for in vivo use, basicconcepts related to cells and tissues, host reactionsto biomaterials, biomaterials-tissue compatibility,and degradation of biomaterials. Prerequisite: Seniorundergraduate standing. (Co-listed with Cer Eng340, Bio Sci 340, Chem Eng 340)

341 Nuclear Materials I (LEC 3.0) Fundamentals ofmaterials selection for components in nuclearapplications. Design and fabrication of UO2 fuel;reactor fuel element performance; mechanicalproperties of UO2; radiation damage and effects,including computer modeling; corrosion of materialsin nuclear reactor systems. Prerequisites: Civ Eng110; Nuc Eng 205; Nuc Eng 223; Met Eng 121.(Co-listed with Nuc Eng 341)

343 Nuclear Materials II (LEC 3.0) Extractivemetallurgy of uranium, thorium, and zirconium.Equation of state of UO2 and fuel chemistry. LMFBRfuel and interaction of sodium and stainless steel.Materials for fusion and other advanced nuclearapplications. Reprocessing of spent fuel and disposal.Prerequisite: Mt Eng 341.

350 Composites (LEC 3.0) An introduction to thestructure, properties and fabrication of fiber andparticulate composites. Prerequisites: Mt Eng 215 &211 or Cr Eng 102 & 242.

352 International Engineering and Design (LEC 3.0)A multi-disciplinary engineering course focused onsustainable design and technology transfer todeveloping countries. Course includes elements oftraditional capstone design classes. Experientiallearning through competitions and/or field work is amajor component of the class. Prerequisite: Seniorstanding, instructor approval. (Co-listed with GeoEng 352 and Cer Eng 352)

353 Mineral Processing II (Mechanics and Design)(LEC 2.0 and LAB 1.0) Mineral particle mechanics ofcomminution, sizing, classification, concentration,filtering and thickening. Mill and equipment selectionand design including flowsheet, development andplant assessment. Prerequisite: Min Eng 241. (Co-listed with Min Eng 353)

354 Electrical Systems and Controls for Materials(LEC 2.0 and LAB 1.0) This course will cover analysisof alternating and direct current circuits asexperienced in the materials industry. Current,voltage, and power relationships in single and three-phase electrical power systems. Introduction tocontinuous and batch instrumentation includingprogrammable logic controllers (PLCs) and computerinterfacing for materials applications. Prerequisite:Physics 24.

Metallurgical Engineering Courses - 185

355 Process Metallurgy Applications (LEC 3.0)Application of thermodynamics to processmetallurgy. Equilibrium calculations withstoichiometry and heat balance restrictions, phasetransformations, and solution thermodynamics. Useof thermodynamic software to solve complexequilibria in metallurgical applications. Prerequisite:Cer Eng 259.

358 Steelmaking (LEC 3.0) Introduction to thefundamentals and unit processes used to turn impureiron and scrap into steel. Includes desulfurization,BOF and electric furnace operations, ladlemetallurgy, casting, and stainless steel manufacture.Prerequisite: Cer Eng 259.

359 Environmental Aspects Of MetalsManufacturing (LEC 3.0) Introduction toenvironmental aspects of metal extraction, melting,casting, forming, and finishing. Subjects includehistory of environmental movement and regulationspermitting, risk analysis, disposal and recycling ofmetal manufacturing residues, environmental ethics,environmental technologies and case studies.Prerequisite: Junior/Senior standing.

361 Alloying Principles (LEC 3.0) Basis for alloy designand property control. Predictions of phase stability,alloy properties and metastable phase possibilities;interfaces in solids and their role in phasetransformations. Prerequisites: Mt Eng 217, 218.

363 Metal Coating Processes (LEC 3.0) Introduction tothe current technologies used to enhance metalperformance, particularly corrosion resistance, byoverlay coatings. Deposition processes areemphasized and the fundamentals of the behavior ofthe films in high technology and electronic materialsapplications is discussed. Prerequisite: Senior orGraduate Standing.

365 Microfabrication Materials And Processes (LEC3.0) An overview course on the materials andprocesses used to fabricate integrated circuits,microelectromechanical systems (MEMS),interconnect substrates and other microelectroniccomponents from starting material to final product.The emphasis will be on the influence of structureand processing on the electrical, mechanical,thermal, and optical properties. Prerequisites: Chem1 or equivalent; Senior or Graduate Standing.

367 Introduction to Particulate Materials (LEC 3.0)Powder metallurgy and ceramic components, filters,catalysts, nanomaterials, vitamins and more dependstrongly on particulate, or powder, characteristicsand processing. Aspects of powder fabrication,characterization, safety, handling, componentfabrication, secondary processing, and applicationswill be covered. Prerequisite: Met Eng 121.

375 Metallurgical Failure Analysis (LEC 3.0)Application of the principles of manufacturing andmechanical metallurgy for the analysis of failedcomponents. Analytical techniques such as ScanningElectron Microscopy, Optical Metallography, and HighResolution Photography are used to characterizemicrostructure and fractographic features. In

addition, appropriate methods to gather data,assimilate it, and draw conclusions from the datasuch that it will stand up in a court of law will beaddressed. Prerequisite: Senior or Graduate Studentstanding.

377 Principles Of Engineering Materials (LEC 3.0)Examination of engineering materials with emphasison selection and application of materials in industry.Particular attention is given to properties andapplications of materials in extreme temperature andchemical environments. A discipline specific designproject is required. (Not a technical elective forundergraduate metallurgy or ceramic majors) (Co-listed with Ae Eng 377, Ch Eng 347, Physics 377, CrEng 377)

381 Corrosion And Its Prevention (LEC 3.0) A study ofthe theories of corrosion and its application tocorrosion and its prevention. Prerequisite: Chem 243or Cer Eng 259. (Co-listed with Chem Eng 381)

385 Mechanical Metallurgy (LEC 3.0) Elastic andplastic behavior of metallic single crystals andpolycrystalline aggregates. Resulting changes inmechanical properties are considered. Included areapplications to metal fabrication. Prerequisites: MetEng 215, 216, Civ Eng 110.




403 High Temperature And Corrosion ResistantAlloys (LEC 3.0) Fabrication and use of nickel,titanium, and refractory metal based alloys for useat high temperatures or in chemically corrosiveenvironments. Properties and strengtheningmechanisms of these alloys. Theory of hightemperature oxidation and corrosion and design ofalloys to prevent them. Prerequisites: Mt Eng 217,218.

404 Recent Advances In Extractive Metallurgy (LEC2.0) A survey of extractive processes recentlydeveloped in the light of modern requirements withrespect to raw materials, product quality,environmental impact, energy consumption, capitalcost and process control. Prerequisite: Mt Eng 355.

414 Transmission Electron Microscopy (LEC 2.0 andLAB 1.0) A course in the theory and application oftransmission electron microscopy. Topics consideredare electron optics, image formation, defectstructures, specimen preparation, contrast theoryand electron diffraction. Prerequisite: Mt Eng 313.

421 Ferrous Metals Casting (LEC 3.0) An advancedstudy of the metallurgy of cast irons and net shapecast steel alloys. Includes theories of nucleation andgrowth in gray, nodular, compacted graphite and

186 - Metallurgical Engineering Courses

malleable irons. The effects of deoxidation practiceand inclusion shape control for cast steels are alsoincluded. The effects of alloying elements, processingvariables and heat treatment.

429 Advanced Materials Selection And Fabrication(LEC 3.0) Application of the principles of materialselection and the factors governing fabrication, heattreatment, and surface treatment. Weeklyassignments requiring library research and writtenreports. Lecture plus classroom discussion ofassigned problems.

440 Biomaterials II (LEC 3.0) This course will introducegraduate students to a broad array of topics inbiomaterials, including ceramic, metallic, andpolymeric biomaterials for in vivo use, basic conceptsrelated to cells and tissues, host reactions tobiomaterials, biomaterials-tissue compatibility, anddegradation of biomaterials. A term paper and oralpresentation are required. Prerequisite: GraduateStanding. (Co-listed with Cer Eng 440, Bio Sci 440,Chem Eng 440)

451 Refining Of Metals (IND 2.0-3.0) Principles andapplications of thermochemistry, phase equilibria,and kinetics as applied to the refining of metals andalloys. Theory of dilute solutions, interactioncoefficients and reactions of metals with gases andslags. Analysis and design of refining processes.Optional third credit hour requires a term paper.Prerequisite: Mt Eng 355 or Cr Eng 259.

457 Transport Phenomena In Extractive Metallurgy(LEC 3.0) The application of chemical reactionengineering principles to metallurgical processes.Residence-time districution in reactors and its effecton performance, topochemical gas-solid reactors,two-film theory of mass transfer applied to slag-metal and gas-metal reactions. Prerequisite: Mt Eng355 or equivalent.




Mining Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Computer Aided Mine Design (LEC 2.0 and LAB1.0) Project-based mine planning and design course.Engineering design process applied to computer-aided mine planning and design. Mine layouts,production planning, and materials schedulingoptimization. Prerequisite: Min Eng 225 or graduatestanding.

303 Aggregate Materials Sizing and Characterization(LEC 2.0 and LAB 1.0) Geological formation ofaggregates; aggregate properties and theirmeasurements; aggregates for specific end-userapplications; specifications and standards; processing(crushing, screening, classification, and washing);plant design and flow sheet analysis; quality controland assurance. Prerequisite: Min Eng 241.

304 Advanced Aggregate and Quarrying (LEC 3.0)Advanced coverage of topics on the stone andaggregate industry, including surface andunderground operations, plant equipment,economics, marketing, transportation, andenvironmental topics. The course will include at leastone field trip and a design project. Prerequisite: MinEng 215, co-requisite: Civ Eng 216.

306 Material Processing By High-Pressure WaterJet (LEC 3.0) Methods of generating high pressurewater jets; standard equipment, existing techniquesand basic calculations. Applications of water jets tomaterials cutting and mineral processing. Safetyrules. The course will be supported by laboratorydemonstrations. (Co-listed with Mc Eng 306)

307 Principles Of Explosives Engineering (LEC 2.0and LAB 1.0) Theory and application of explosives inthe mining industry; explosives, initiating systems,characteristics of explosive reactions and rockbreakage, fundamentals of blast design, drilling andblasting, regulatory and safety considerations.Prerequisites: Min Eng 151; accompanied orpreceded by Civ Eng 215 or Geology 220 or Geology125; Successful background check. (Co-listed withExp Eng 307)

311 Mine Plant Management (LEC 2.0) Optimization ofmine plant and equipment performance. Availability,utilization and reliability of equipment; matchingequipment and plant to minesite specific conditions;maintenance planning, scheduling and control; partsand materials supply systems; mine information andmanagement systems. Basics of mine automationand robotics. Prerequisite: Senior standing orconsent of instructor.

312 Ore Reserve Analysis And Geostatistics (LEC 2.0and LAB 1.0) An introduction to principles ofgeostatistics, theory of spatially correlated randomvariables, variance and co-variances and their

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application on the evaluation of mineral resources,ore reserve estimation, strategic exploration, andproduction planning. Real case studies from miningindustry will be presented. Prerequisites: Math 204,Stat 213.

315 Advanced Mine Health and Safety (LEC 3.0) Adetailed study of health and safety principles,practices, analyses, regulations, issues andtechnology in the mining industry. Prerequisite: MinEng 151.

317 Mine Power And Drainage (LEC 2.0 and LAB 1.0)Engineering principles of mine power distribution andapplication and mine dewatering. Electric power:basics of electrical circuits, AC/DC power,transformers, electric meters, power distribution,power management. Fundamentals ofthermodynamics. Hydraulic power systems.Compressed air in mines. Mine dewatering: passiveand active systems. Controlling water inflow.Dewatering wells: horizontal and vertical. Waterpumping and pumping systems.

318 Mine Atmosphere Control (LEC 2.0 and LAB 1.0)Fundamentals of mine ventilation, including theprinciples of airflow, control of gases, dust, andtemperature, methane drainage, mine fans, networktheory, computer network simulation, and economicsof airflow, with emphasis on analysis, systems designand practical application. Prerequisite: Cv Eng 230.

322 Mine Management (LEC 2.0) Theory and practiceof mine management, including basic managerialfunctions, management theories, communicationskills, motivation, leadership, organization,maintenance management, managerial decisionmaking, cost control, labor relations, governmentrelations, ethics, with emphasis in presentation skills.Prerequisite: Completion of 100 credits in MiningEngineering curriculum.

324 Underground Mining Methods And Equipment(LEC 3.0) Principles of planning, constructing, andoperating economically viable underground mines.Cost effective mining methods: room-and-pillar,sublevel open stoping, VCR, shrinkage, sublevelcaving, cut-and-fill, block caving, longwall. Selectionof equipment for underground mining operations.Optimization of mine performance. Field TripRequired. Prerequisites: Min Eng 235, Min Eng 270;coreq. Min Eng 221; Min Eng 331.

326 Surface Mining Methods And Equipment (LEC3.0) Principles of planning, constructing, andoperating economically viable surface mines. Costeffective mining methods: placer mining, stripmining, open pit mining, quarrying. Selection ofequipment for surface mining operations.Optimization of mine performance. Field triprequired. Prerequisites: Min Eng 215; Min Eng 225;Min Eng 270; coreq. Min Eng 331.

331 Rock Mechanics (LEC 2.0 and LAB 1.0) Applicationsof the fundamental principles of mechanics toengineering problems of equilibrium, strength andstiffness of rock materials. Review of in-situ stresses,laboratory and field instrumentation, rock and

rockmass properties, pillar design, roof span design,rock reinforcement, surface subsidence, slopestability, and violent failures. Field trip required.Prerequisites: IDE 140, or Civ Eng 50 and IDE 150;and Geology 220.

332 Soils and Overburden Materials for MiningEngineering (LEC 2.0) Physical and mechanicalproperties of soils and overburden materials. Soilsand overburden characterization for reclamation andmine closure and overburden blasting. Soil failuremodes and slope stability for surface mine layouts,waste dumps, tailings and earth dams, andfoundations for heavy mining machinery.Prerequisites: IDE 140, or Civ Eng 50 and IDE 150.

342 Environmental And Natural ResourceEconomics (LEC 3.0) Optimum use of replenishableand non-replenishable resources, public goods andcommon resources, externalities, private vs. publiccosts, and quality of the environment; emphasis onpublic policy related to environmental and naturalresource economics. Prerequisite: Econ 221. (Co-listed with Econ 340)

343 Coal Mine Development And Production (LEC3.0) An in-depth study of all aspects of coal mining,including an overview of coal industry, reserves andgeology, planning and development of coal mines,surface and underground mechanized methods offace preparation, equipment, coal extraction,handling and preparation as practiced in the UnitedStates. Prerequisite: Accompanied or preceded by MiEng 217.

344 Coal Preparation (LEC 2.0 and LAB 1.0) Coalproperties, sampling, testing, breaking, sizing,cleaning and dewatering. Disposal of refuse.Prerequisites: Min Eng 241 and senior standing.

345 Strata Control (LEC 3.0) A detailed review ofartificial ground support, both above and belowground, including slope stabilization techniques andshaft and tunnel liner design. The use of shotcrete,roofbolts, and solid liners and the principles ofunderground longwall and room and pillar minesupport. Longwall and hydraulic mining practice iscovered. Prerequisite: Min Eng 331.

350 Blasting Design And Technology (LEC 2.0 andLAB 1.0) Advanced theory and application ofexplosives in excavation; detailed underground blastdesign; specialized blasting including blast casting,construction and pre-splitting. Introduction toblasting research. Examination of field applications.Prerequisites: Min Eng 307. Student must be at least21 years of age. Successful background check. (Co-listed with Exp Eng 350)

352 Mineral Processing I (Flotation andHydrometallurgy) (LEC 2.0 and LAB 1.0) Forthflotation including mineral surfaces, double layertheory, zeta potential, hydrophbicity, adsorption,collectors, frothers, modulation, kinetics, andsulphide and acid flotation systems. Hydrometallurgyincluding leaching, ion exchange and liquid/liquidextraction. Prerequisite: Min Eng 241.

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353 Mineral Processing II (Mechanics and Design)(LEC 2.0 and LAB 1.0) Mineral particle mechanics ofcomminution, sizing, classification, concentration,filtering and thickening. Mill and equipment selectionand design including flowsheet, development andplant assessment. Prerequisite: Min Eng 241. (Co-listed with Met Eng 353)

355 Energy Economics (LEC 3.0) Market structure.World resource development. Supply and demandanalysis on energy production and consumptionwithin domestic and global settings. Prerequisite:Econ 221. (Co-listed with Econ 355)

376 Environmental Aspects Of Mining (LEC 3.0)Permitting: the legal environment of reclamation andenvironmental impact assessment; post-miningland-use selection and mine planning for optimumreclamation of all mines: metal, nonmetal, and coal;unit operations of reclamation: drainage, backfill, soilreplacement, revegetation, maintenance, etc.Prerequisites: Ge Eng 50; Mi Eng 324 and 326 orprereq./coreq. Cv Eng 215. (Co-listed with Ge Eng376)

383 Tunneling & Underground ConstructionTechniques (LEC 2.0 and LAB 1.0) Cover bothmechanical excavation and conventional excavationtechniques to underground tunneling andconstruction. The emphasis will be on equipmentselection and prediction of performance expected ofthe equipment. Ground control systems will becovered as technology emerges. Excavation methodsand support of large caverns, often found in civilstructures, will also be discussed. A limited focus willbe on underground construction specifications andunderground advance rate and cost estimationtechniques. Prerequisites: Min Eng 331, Min Eng 324or Civ Eng 215, Civ Eng 216 or Geo Eng 371.


392 Mine Design Project I (LAB 1.0) Formation of minedesign project teams and acquisition of project datafrom industry. Geostatistical methods for orereserves estimation. Develop complete projectschedule and milestones for executing the projecttasks in Min Eng 393 (Mine Design Project II). Set updatabase for Min Eng 393 and interact with selectedmine design software packages.

393 Mine Design Project II (LEC 1.0 and LAB 3.0)Capstone project with written and oral presentations.Includes mine design and optimization, productionplan, equipment and flowsheet design based ongeology, resources/reserves, geotechnics, hydrologyand hydro-geology. Project also incorporatesmarkets, environmental and permitting, mine-millorganization, support facilities, economic and riskanalyses. Prerequisite: Min Eng 392 and completionof 110 hours in the Mining Engineering Curriculum.



402 Environmental Controls For Blasting (LEC 2.0and LAB 1.0) Advanced blast mechanics; overbreakcontrol including comprehensive coverage ofperimeter and smoothwall specialist blastingtechniques and geotechnical factors affecting blastvibration, limits analysis monitoring and control; airblast control including limits, monitoring andatmospheric and topographic effects. Prerequisites:Min Eng 307, Successful background check. (Co-listed with Exp Eng 402)

403 Optimization Applications In Mining I (LEC 3.0)Mining applications of deterministic optimizationtechniques are covered, including linear, integer,mixed-integer, dynamic, unconstrained andconstrained nonlinear, and heuristic programming.Prerequisite: Graduate standing or consent.

404 Advanced Mining Systems (LEC 3.0) Principles ofdesign for the development and production of hardrock mineral deposits that require integrated surfaceand underground mining methods. Costconsiderations leading to optimization. Terminalfeasibility report required. Prerequisites: Mi Eng 224,226 and 393.

407 Theory Of High Explosives (LEC 3.0) Study of theapplication of chemical thermodynamics and thehydrodynamic theory to determine the properties ofhigh explosives; application of detonation theory tosteady-state detonations in real explosives;application of the above to the blasting action ofexplosives. Prerequisite: Successful background checkand Graduate Standing. (Co-listed with Exp Eng 407)

409 Mining Property Feasibility Studies AndEvaluation Procedure (LEC 2.0 and LAB 1.0) Asystematic phased approach is presented, designedto increase the level of confidence and accuracy ofestimates, moving from exploration through to a"bankable" study. Liability, ethics, resource/reserves,political/social/investment risk, economicparameters, and due diligence are discussed.Prerequisite: Mi Eng 270 or Geo 294 or Cv Eng 241or Eng Mg 208 or Mi Eng 376 or Geop 382.

410 Seminar (RSD 1.0) Discussion of current topics.411 Research Methods (LEC 3.0) Foundations,

dimensions, and methods for designing andinvestigating research problems in MiningEngineering. Focus on fundamental and appliedresearch, research methods, literature review,experimental design and experimentation,dissertation composition, concepts of originality andintellectual property. Prerequisite: Graduate standing.

412 Mine Management II (LEC 3.0) The course coversadvanced concepts in managing mine operations.Topics to be covered include TQM, statistical processcontrol, benchmarking, KPI, standards andstandardization, ISO 9000: Quality Control, ISO

Mining Engineering Courses - 189

14000: Environmental systems, OHSAS 18000.Management systems, SA8000, Social Accountabilityand others. Prerequisite: Consent of instructor.

415 Advanced Mine Health And Safety Design (LEC3.0) Principles of design of mining operations withemphasis on the health and safety of the worker.Prerequisite: Graduate standing.

416 Advanced Mineral Engineering Design II (LEC1.0 and LAB 2.0) Incorporation of principlesdeveloped in Mining 415 in advanced design projectsfor mineral plants and systems, with emphasis onenvironmental protection, health, and safety.Prerequisite: Mi Eng 415.

418 Mine Atmospheric Control II (LEC 3.0) Climaticmeasurements and temperature precalculations,emergency plans for fan failures and mine fires, mineair contaminants, mine noises, mine dust,refrigeration and cooling plant layout, radiationcontrol. Prerequisite: Mi Eng 318.

432 Advanced Rock Mechanics (LEC 3.0) Advancedtopics in static and dynamic rock mechanics; elasticitytheory, failure theories and fracture mechanics appliedto rock; stress wave propagation and dynamic elasticconstants; rock mass classification methods forsupport design; pillar design in coal and metal mines;introduction to numerical models. Prerequisite: Mi Eng331 or Cv Eng 215.

433 Rock Mechanics IV (LEC 3.0) Advanced topics indynamic rock mechanics. Stress ware propagation inthe earth, dynamic elastic constants in isotropic andanisotropic rock, Hopkinson bar impact analysis,spallation and radial fracturing caused by stresspulses, shock ware generation in rock by explosives,shock ware propagation and effects. Prerequisite: MiEng 331 or Cv Eng 215.




495 Continuous Registration (IND 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation, and are awayfrom the campus must continue to enroll for at least

one hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Nuclear Engineering Courses300 Special Problems (IND 0.0-6.0) Problems or



303 Reactor Physics I (LEC 3.0) Study of neutroninteractions, fission, chain reactions, neutrondiffusion and neutron slowing down; criticality of abare thermal homogeneous reactor. Prerequisite: NuEng 205.

304 Reactor Laboratory I (LEC 1.0 and LAB 1.0)Acquaints the student with neutron fluxmeasurement, reactor operation, control rodcalibration, reactor power measurement and neutronactivation experiments. Experiments with thethermal column and neutron beam port are alsodemonstrated. Prerequisites: Nu Eng 204, 205.

306 Reactor Operation II (LAB 1.0) The operation ofthe training reactor. The program is similar to thatrequired for the NRC Reactor Operator's license.Students from other disciplines will also benefit fromthe course. Prerequisite: Nu Eng 105, 206.

307 Nuclear Fuel Cycle (LEC 3.0) Nuclear fuel reservesand resources; milling, conversion, and enrichment;fuel fabrication; in-and-out-of core fuelmanagement; transportation, storage, and disposalof nuclear fuel; low level and high level wastemanagement, economics of the nuclear fuel cycle.Prerequisite: Nu Eng 205.

308 Reactor Laboratory II (LEC 1.0 and LAB 1.0) Acontinuation of Nuclear Engineering 304 withexperiments of a more advanced nature.Prerequisite: Nu Eng 304.

309 Licensing Of Nuclear Power Plants (LEC 2.0) Thepertinent sections of the Code of Federal Regulations,the Nuclear Regulatory Commission's RegulatoryGuides and Staff Position Papers, and otherregulatory requirements are reviewed. Safetyanalysis reports and environmental reports forspecific plants are studied.

310 Seminar (RSD 0.0-6.0) Discussion of current topics.Prerequisite: Senior standing.

311 Reactor Physics II (LEC 3.0) Analytic and computerbased methods of solving problems of reactor physics.Prerequisites: Nu Eng 303, Cmp Sc 228.

312 Nuclear Radiation Measurements andSpectroscopy (LEC 2.0 and LAB 1.0) Contemporaryradiation detection theory and experiments with highresolution gamma-ray spectroscopy, solid statedetectors, neutron detection and conventional gasfilled detectors. Neutron activation analysis ofunknown material, statistical aspects of nuclearmeasurements. Prerequisite: Nuc Eng 205.

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315 Space Nuclear Power And Propulsion (LEC 3.0) Astudy of the design, operation and application ofradioisotope power generators and nuclear reactorsfor space power and propulsion systems used onboth manned and unmanned missions. Prerequisites:Nuc Eng 303 and Nuc Eng 319.

317 Two-phase Flow in Energy Systems - I (LEC 3.0)It is an introductory course for both undergraduateor graduate students who are interested in theapplication of two-phase flow in energy systems. Itwill acquaint students with governing equations forboth single-phase and two-phase fluid flow, state-of-the-art analytical methods and various two-phaseflow phenomena related to energy systems.Prerequisite: Nuc Eng 221 or Chem Eng 231 or MechEng 231.

319 Nuclear Power Plant Systems (LEC 3.0) A studyof current nuclear power plant concepts and theenvironmental economics and safety considerationsaffecting their design. Includes such topics as:thermodynamics, thermal hydraulics, andmechanical and electrical aspects of nuclear powerfacilities. Prerequisites: Nu Eng 205 andaccompanied or preceded by Nu Eng 223.

322 Nuclear System Design I (LEC 1.0) A preliminarydesign of a nuclear system (e.g. a fission or fusionnuclear reactor plant, a space power system, aradioactive waste disposal system). Prerequisites: NuEng 223, 303, 319, preceded or accompanied by NuEng 341.

323 Nuclear System Design II (LEC 3.0) A completedesign of a nuclear system (e.g.a fission or fusionnuclear reactor plant, a space power system, aradioactive waste disposal system). Prerequisite: NuEng 322.

327 Radiological Engineering (LEC 3.0) Radiationexposure pathways analysis; modeling ofradionuclides transport through atmosphere, surfaceand ground water. Human health impact.Transportation of nuclear waste. Nuclear Wastecharacterization. Regulatory structure andrequirements. Scenario case studies and computersimulation of transport. Prerequisite: Nuc Eng 205.

333 Applied Health Physics (LEC 3.0) Radiationsources; external and internal dosimetry; biologicaleffects of radiation; radiation protection principles;regulatory guides; radioactive and nuclear materialsmanagement. Prerequisite: Nu Eng 203 or Physics107.

335 Radiation Protection Engineering (LEC 3.0)Radiation fields and sources including nuclearreactors, radioactive wastes, x-ray machines, andaccelerators. Stopping of radiation (Chargesparticles, photons, and neutrons) by matter.Radiation transport methods. Radiation shieldingdesign. Dose rate calculations. Biological effects ofradiation. Regulatory guides (10CFR20).Prerequisite: Nu Eng 205.

341 Nuclear Materials I (LEC 3.0) Fundamentals ofmaterials selection for components in nuclearapplications, design and fabrication of UO2 fuel;

reactor fuel element performance; mechanicalproperties of UO2; radiation damage and effects,including computer modeling; corrosion of materialsin nuclear reactor systems. Prerequisites: Civ Eng110; Nuc Eng 205; Nuc Eng 223; Met Eng 121. (Co-listed with Met Eng 341)

345 Radioactive Waste Management AndRemediation (LEC 3.0) Sources and classes ofradioactive waste, long-term decay, spent fuelstorage, transport, disposal options, regulatorycontrol, materials issues, site selection and geologiccharacterization, containment, design andmonitoring requirements, domestic and foreignwaste disposal programs, economic andenvironmental issues, history of disposal actions, andconduct of remedial actions and clean up.Prerequisite: Math 204. (Co-listed with Geo 345)

351 Reactor Kinetics (LEC 3.0) Derivation and solutionsto elementary kinetics models. Application of thepoint kinetics model in fast, thermal reactordynamics, internal and external feedbackmechanism. Rigorous derivation and solutions of thespace dependent kinetics model fission product andfuel isotope changes during reactor operation.Prerequisite: Nu Eng 205.

361 Fusion Fundamentals (LEC 3.0) Introduction to theplasma state, single particle motion, kinetic theory,plasma waves, fusion, power generation, radiationmechanisms, inertial confinement and fusiondevices, including conceptual fusion power plantdesigns. Prerequisite: Preceded or accompanied byMath 204.

370 Plasma Physics I (LEC 3.0) Single particle orbits inelectric and magnetic fields, moments of Boltzmannequation and introduction to fluid theory. Diffusion ofplasma in electric and magnetic fields. Analysis oflaboratory plasmas and magnetic confinementdevices. Introduction to plasma kinetic theory.Prerequisite: Aero Eng 231 or Mech Eng 231 orPhysics 221 or Nuc Eng 221 or Elec Eng 271. (Co-listed with Aero Eng 370, Mech Eng 370, Physics 370)

381 Probabilistic Risk Assessment I (LEC 3.0) A studyof the techniques for qualitative and quantitativeassessment of reliability, safety and risk associatedwith complex systems such as those encountered inthe nuclear power industry. Emphasis is placed onfault tree analysis. Prerequisite: Nu Eng 205.




403 Advanced Reactor Physics (LEC 3.0) Transportand diffusion theory; multigroup approximation;criticality calculations; cross-section processing;

Nuclear Engineering Courses - 191

buildup and depletion calculations; delayed neutronsand reactor kinetics; lattice physics calculations; fullcore calculations; analysis and measurement ofreactivity coefficients. Prerequisite: Math 325.

405 Linear Transport Theory (LEC 3.0) MonoenergeticBoltzmann equation for neutral particles by themethod of singular eigen-functions and polynomialexpansions. Prerequisites: Nu Eng 303, Math 358.

407 Advanced Nuclear Thermal Hydraulics (LEC 3.0)Integrated treatment of thermodynamics andadvanced mass, momentum and energy transport insolids and fluids; velocity and temperaturedistributions in laminar and turbulent flow; flow andthermal analysis with applications to nuclearengineering systems. Prerequisite: Math 325.

410 Seminar (RSD 0.0-6.0) Discussion of current topics.411 Computational Methods In Nuclear Engineering

(LEC 3.0) Numerical solution of the neutron diffusionand transport equations utilizing the computer. TheSn and Pn methods are studied in detail.Prerequisites: Nu Eng 305 and Cmp Sc 218.

421 Advanced Nuclear Reactor Design (LEC 3.0)Complete design of a nuclear power reactor,including analysis of reactor physics andengineering; layout and design of primary andsecondary cooling systems, pressure vessel andthermal shields, control systems; introduction to theeconomics of nuclear power. Prerequisites: Nu Eng311 and 321.

423 Nuclear Reactor Safety (LEC 3.0) Study of safetycriteria; reactor characteristics pertinent to safety;reactor transient behavior; loss of coolant accidentanalysis; emergency core cooling; fuel behaviorduring accident conditions; reactor risk analysis;current reactor safety issues. Prerequisites: Nu Eng303 and 321.

425 Plasma Physics (LEC 3.0) Fundamentals of kinetic,theory, fluid equations, MHD equations, andapplications: wave propagation, shielding effect,diffusion, stability, and charged particle trajectories.Prerequisite: Nu Eng 361 for Nu Eng; Physics 411 forPhysics.

431 Radiation Shielding (LEC 3.0) Radiation sources;interactions of radiation with matter; dosimetry andradiation protection guidelines. The particle transportequation and methods of solving it; the Monte CarloMethod; special computational methods for neutronand gamma attentuation. Computer codes used inshielding. Shielding materials, shield design.Prerequisite: Nu Eng 303.

441 Effects Of Radiation On Solids (LEC 3.0) Thetheories of the interaction of nuclear radiation withmatter. Experimental approaches to radiationstudies, including the sources and dosimetry. Natureand properties of crystal imperfections. The influenceof radiation on physical, mechanical and surfaceproperties of metals and alloys. Radiation effects onmaterials other than those incorporated in nuclearreactors. The annealing of defects. Prerequisite: MtEng 341.

481 Probabilistic Risk Assessment II (LEC 3.0) Acontinuation of Nu Eng 381 with emphasis onreliability, importance, availability and frequency ofoccurrence. Advanced topics of phased missionanalysis and dynamic fault tree analysis will beconsidered. The use of fault tree results with respectto risk calculations will be studied. Prerequisite: NuEng 381.


491 Internship (IND 0.0-15.0) Students working towarda doctor of engineering degree will select with theadvice of their committees, appropriate problems forpreparation of a dissertation. The problem selectedand internship plan must conform to the purpose ofproviding a high level engineering experienceconsistent with the intent of the doctor ofengineering degree.



Petroleum Engineering Courses300 Special Problems (IND 1.0-3.0) Problems or



302 Offshore Petroleum Technology (LEC 3.0) Anintroduction to the development of oil and gas fieldsoffshore, including offshore leasing, drilling, wellcompletions, production facilities, pipelines, andservicing. Subsea systems, and deepwaterdevelopments are also included. This course issuitable for mechanical, electrical and civil engineeringstudents interested in ultimately working offshore.

303 Environmental Petroleum Applications (LEC 3.0)This course is a study of environmental protection andregulatory compliance in the oil and gas industry. Theimpact of various environmental laws on drilling andproduction operations will be covered. Oilfield andrelated wastes and their handling are described.

192 - Petroleum Engineering Courses

Federal, state and local regulatory agencies areintroduced, and their role in permitting andcompliance monitoring is presented. Legal and ethicalresponsibilities are discussed. Prerequisite: Chem 1.

308 Applied Reservoir Simulation (LEC 3.0)Simulation of actual reservoir problems using bothfield and individual well models to determine wellspacing, production effects of secondary andenhanced recovery processes, future rate predictionsand recovery, coning effects, relative permeabilityadjustments and other history matching techniques.Prerequisite: Pet Eng 241.

310 Seminar (RSD 1.0) Discussion of current topics.(Course cannot be used for graduate credit).Prerequisite: Senior standing in Pe Eng. (Co-listedwith Geology 310, Geo Eng 310)

313 Drilling and Well Design (LEC 2.0 and LAB 1.0)This course covers drilling fluids, including mixingand analysis of rheological properties; pressure losscalculations; casing design; well cementing; porepressure and geomechanical considerations indrilling; completion equipment; and completiondesign. Prerequisite: Preceded or accompanied byCiv Eng 230.

314 Advanced Drilling Technology (LEC 3.0) In-depthstudies of directional well planning and bottom holeassemblies, hole problems and wellbore stability indeviated wells; computer aided drilling optimizationand drill bit selection for directional wells. Field triprequired. Prerequisite: Pet Eng 313.

316 Well Performance and Production Systems (LEC2.0 and LAB 1.0) Introduction to the producingwellbore system; inflow performance relationships,effect of formation damage on well flow, nodalsystems analysis; perforating methods and theireffect on inflow; stimulation treatments to enhancewell performance. Introduction to well completions,diagnostics and well servicing. Overview ofproduction systems. Prerequisite: Preceded oraccompanied by Pet Eng 241.

320 Fundamentals Of Petroleum ReservoirSimulation (LEC 3.0) An introduction to petroleumreservoir simulation. Fundamentals of finitedifference approximation of the partial differentialequations of flow through porous media. Discussionof various simulation schemes, data handling,boundary conditions. Use of a dry gas and black oilsimulators. Prerequisite: Pet Eng 241.

323 Artificial Lift (LEC 3.0) This course is a study ofartificial lift methods used to produce liquids(oil/water) from wellbores. Methods covered includesucker rod (piston) pumps, electric submersiblepumps, gas lift, hydraulic lift and plunger lift.Prerequisite: Pet Eng 316.

325 Well Completion Design (LEC 3.0) An overview ofthe hardware, fluids and processes employed incompleting oil and gas wells. Examination of typesof well completions and considerations in theirdesign. Introduction to downhole mechanics andtubing movement and stress calculations.Prerequisite: Pet Eng 241.

329 Applied Petroleum Reservoir Engineering (LEC3.0) Quantitative study of oil production by naturalforces, gas cap, water influx, solution gas, etc.;material balance equations, study of gas, non-retrograde gas condensate, and black oil reservoirs.Predictive calculations of oil recovery from differentreservoir types. Prerequisites: Pe Eng 241 and 242.

333 Reservoir Characterization (LEC 3.0) Theintegration and extrapolation of Geologic,Geophysical, and Petroleum Engineering data forflow model construction. Prerequisites: Pet Eng 241,Pet Eng 232; Geology 332 or Geology 340.

335 Secondary Recovery Of Petroleum (LEC 3.0) Oilrecovery by water injection. Effects of wettability,capillary pressure, relative permeability, mobilityratio on displacement, sweep, and recoveryefficiencies. Piston-like and Buckley-Leverett models.Fractional flow and frontal advance equation. Oilrecovery prediction methods for linear and patternwaterfloods in single and multi-layered reservoirs.Prerequisites: Pet Eng 241, Pet Eng 242.

338 Finite Element Analysis with Applications inPetroleum Engineering (LEC 3.0 and LAB 1.0) Thiscourse introduces finite element analysis (FEA)methods and applications of FEA in subsurfaceengineering. The course is intended to provide afundamental understanding of FEA software andexperience in creating meshes for petroleumreservoirs or other subsurface features.Prerequisites: Pet Eng 241, Geology 220, and Math204.

341 Well Test Analysis (LEC 2.0 and LAB 1.0) Causes oflow well productivity; analysis of pressure builduptests, drawdown tests, multi-rate tests, injection wellfall off tests, and open flow potential tests; design ofwell testing procedures. Prerequisite: Pet Eng 241.

347 Petroleum Engineering Design (LEC 3.0) Seniorcapstone design project(s) based on industry data.Application of reservoir engineering: drilling andproduction engineering principles to evaluate andsolve an industry problem such as a new fielddevelopment, evaluation of an existing reservoirasset, or analysis of field re-development.Prerequisites: Pe Eng 241, Pe Eng 316, and seniorstanding.

357 Petroleum Economics and Asset Valuation (LEC3.0) Uncertainty in the estimation of oil and gasreserves; tangible and intangible investment costs;depreciation; evaluation of producing properties;federal income tax considerations; chance factor andrisk determination. Petroleum economic evaluationsoftware is introduced. Prerequisites: Pet Eng 241,Econ 121 or Econ 122.

360 Natural Gas Engineering (LEC 3.0) Gas reservesestimation, deliverability, and future productionperformance prediction. Deliverability testing of gaswells including isochronal, flow after flow, drawdownand buildup. Gasfield development and undergroundstorage. Gas production metering gauging andtransmission. Prerequisite: Preceded or accompaniedby Pe Eng 241.

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366 Mechanical Earth Modeling (LEC 3.0) This courseintroduces the work process necessary to create theMechanical Earth Model's principle components,formation in-situ stress and strength. 1-D modelignmethods are reviewed and extended to 3-D; and theintegration of MEM with well design is shown. AnMEM model will be created and compared to actualfield results. Prerequisite: Pet Eng 232 or Geology220 or Min Eng 232.

400 Special Problems (IND 0.0-6.0) Problems orreadings on specific subjects of projects in thedepartment. Consent of instructor required.


408 Advanced Applied Reservoir Simulation (LEC3.0) Advanced simulation of actual reservoirproblems using both field and individual well modelsto determine well spacing, production effects ofsecondary and enhanced recovery processes, futurerate predictions and recovery, coning effects, relativepermeability adjustments and other history matchingtechniques. Prerequisite: Pet Eng 320.

410 Seminar (RSD 0.0-6.0) Discussion of current topics.417 A Survey Of Improved Recovery Processes (LEC

3.0) An overview of current advanced recoverymethods including secondary and tertiary processes.An explanation of the primary energy mechanismand requirements of these methods and an analysisof laboratory results and their subsequent fieldapplications. Prerequisite: Pe Eng 335.

437 Advanced Reservoir Engineering I (LEC 3.0)Advanced study of producing mechanisms.Prerequisites: Pe Eng 308 and Pe Eng 341.

438 Advanced Reservoir Engineering II (LEC 3.0)Flow through porous media: derivations andsolutions for steady, semi-steady, and transient flowof single and multiple phase flow through porousmedia. Prerequisite: Pe Eng 241.

481 Geodynamics (LEC 3.0) The applications ofcontinuum physics to geological and petroleumengineering problems. Topics include plate tectonics,stress and strain in solids, elasticity and flexure, heattransfer, gravity, fluid mechanics, rock rheology,faulting, and flow in porous media. Prerequisites:Math 22 and Geology 220. (Co-listed with Geology481)



493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examinations foron-campus M.S./Ph.D. students may be processed

during intersession. Off-campus M.S. students mustbe enrolled in oral examination and must have paidan oral examination fee at the time of thedefense/comprehensive examination (oral/ written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.


Physics Courses300 Special Problems (IND 0.0-6.0) Problems or



302 Physics For Elementary School Teachers (LEC 2.0and LAB 1.0) A nonmathematical review of thefundamental ideas of physics, including mechanics,matter, energy, sound, electricity, magnetism,astronomy, and light. Emphasis is placed on thedevelopment of hands-on activities. (For elementaryschool teachers or Master of Science for Teacherscandidates only.)

303 Physics For Secondary School Teachers (LEC 3.0)A review of the fundamental ideas of physics,including mechanics, matter, energy, sound,electricity, magnetism, and light with an emphasis onhow mathematics can be used to help understand theunderlying concepts. (For secondary teachers orMasters of Science Teachers candidates only.)Prerequisites: Math 22 and admission to the MSTprogram.

305 Astrophysics (LEC 3.0) The structure, physicalcharacteristics and evolution of stars, binary systems,nebulae and galaxies. Prerequisite: Physics 107.

306 Physics, Energy, and the Environment (LEC 3.0)Applications of physics to the environment, includingenergy, its conservation and transformation,environmental consequences of energy use; worldenergy resources; atmospheric physics; sources of air,water, and land pollution, and the role physics plays incontrolling those resources. May not be used as a300-level elective for a B.S. in Physics. Prerequisite:Admissions to the MST program.

307 Modern Physics II (LEC 3.0) A continuation ofPhysics 207. An introduction to nuclear and particlephysics. Topics include nuclear models, decays, andreactions, and elementary particles and fundamentalforces. Prerequisites: Math 204 or 229, and eitherPhysics 107 with consent of instructor or Physics 207.

194 - Physics Courses

308 Physical Mechanics (LEC 3.0) This course coverstopics of rigid body motion in three dimensions,moving coordinate frames, two body collisions,conservation laws, small oscillations, generalizedcoordinates, and LaGrange's and Hamilton'sequations. Prerequisite: Physics 208.

309 Astrophysical Concepts (LEC 3.0) A comprehensivecourse in modern astrophysics. Topics include: Earthand sky, planetary science, stellar structure andevolution, galaxies, and structure and evolution of theuniverse. The course includes hands-on computersimulation and telescope use. (For secondary teachersor Master of Science for Teachers candidates.)Prerequisite: Math 22 or admission to the MSTprogram.

311 Thermal Physics (LEC 3.0) A study of theequilibrium states of matter as governed by the firstand second laws of thermodynamics. Emphasis isplaced on the microscopic approach with anintroduction to statistical mechanics. Topics includethe kinetic theory of (uniform) gases, phase equilibriain pure systems, and an introduction to quantumstatistics. Prerequisite: Physics 107 or 207.

313 Introduction To General Relativity (LEC 3.0) Anintroduction to the theory of general relativity. Topicscovered include the formalism of general relativity,Einstein's gravitational field equations, theSchwarzschild solution, black holes, and cosmologicalmodels of the universe. Prerequisite: Physics 208.

321 Electricity And Magnetism II (LEC 3.0) Acontinuation of Physics 221. Topics covered includethe magnetostatic field, the magnetic vector potential,the magnetostatic field in matter, electrodynamics,and electromagnetic waves. Prerequisite: Physics 221.

322 Advanced Physics Laboratory I (LAB 3.0) Alaboratory study of the principles of basic experimentsin all major branches of physics. The experimentsstress design of apparatus, and procedures andanalysis in projects involving electronic, optical,mechanical, and vacuum techniques. Prerequisite:Physics 212.

323 Classical Optics (LEC 3.0) Physical optics andadvanced topics in geometrical optics. Topics includeray propagation, electromagnetic propagation, mirrors,lenses, interference, diffraction, polarization, imagingsystems, and guided waves. Prerequisites: Math 22and Physics 24 or 25. (Co-listed with El Eng 323)

324 Fourier Optics (LEC 3.0) Applications of Fourieranalysis and linear system theory to optics. Topicsinclude scalar diffraction theory, Fourier transformingproperties of lenses, optical information processing,and imaging systems. Prerequisites: El Eng 261 & 275or Physics 208 & 321. (Co-listed with El Eng 324)

326 Fiber And Integrated Optics (LEC 3.0) Introductionto optical waveguides and their applications tocommunication and sensing. Topics include dielectricwaveguide theory, optical fiber characteristics,integrated optic circuits, coupled-mode theory, opticalcommunication systems, and photonic sensors.Prerequisite: El Eng 275 or Physics 321. (Co-listedwith El Eng 326)

332 Advanced Physics Laboratory II (LAB 3.0) Asenior laboratory involving experimental design. Thestudent must specify his objectives, assembleapparatus, take measurements, analyze the results,form conclusions, write a report, and deliver an oralpresentation of the results. Prerequisite: Physics 212.

351 Computational Physics (LEC 3.0 and LAB 1.0) Anintroduction to modern computer simulations forsolving physics problems. The course will be project-oriented with examples including planetary motion,chaotic dynamics, quantum scattering, structure ofatoms and clusters, molecular dynamics, and Monte-Carlo simulations. Prerequisites: Physics 107 orPhysics 207; Math 204; programming experience.

355 Chaos, Fractals, and Nonlinear Dynamics (LEC3.0) An introduction into nonlinear dynamics,deterministic chaos, and fractals. Topics coveredinclude phase plane analysis, iterated maps, routes tochaos, Lyapunov exponents, strange attractors andpattern formation with applications to chaoticvibrations, population dynamics, chemical oscillationsand lasers. Prerequisites: Math 204; Physics 24 orPhysics 25.

357 Subatomic Physics (LEC 3.0) An introduction toelementary particles. Topics include particleproperties, nuclear forces, particle interactions, theStandard Model for quarks and leptons, fundamentalforces in gauge field theory models, and the role ofelementary particle interactions in cosmology.Prerequisite: Physics 307.

361 Introduction To Quantum Mechanics (LEC 3.0)The fundamental concepts, postulates and methodsof quantum mechanics and their applications tophysical systems. Topics include solutions of theSchrodinger equation for simple systems and operatormethods. Prerequisites: Physics 107 or 207, 208.

370 Plasma Physics I (LEC 3.0) Single particle orbits inelectric and magnetic fields, moments of Boltzmannequation and introduction to fluid theory. Diffusion ofplasma in electric and magnetic fields. Analysis oflaboratory plasmas and magnetic confinementdevices. Introduction to plasma kinetic theory.Prerequisite: Aero Eng 231 or Mech Eng 231 or Physics221 or Nuc Eng 221 or Elec Eng 271. (Co-listed withAero Eng 370, Mech Eng 370, Nuc Eng 370)

371 Laser Physics (LEC 3.0) The generation of coherentradiation by lasers and the interaction of laserradiation with matter. Topics include stimulatedemission, population inversion, optical cavities, opticalgain, properties of laser media and other applications.Prerequisite: Physics 107 or 207.

377 Principles Of Engineering Materials (LEC 3.0)Examination of engineering materials with emphasison selection and application of materials in industry.Particular attention is given to properties andapplications of materials in extreme temperature andchemical environments. A discipline specific designproject is required. (Not a technical elective forundergraduate metallurgy or ceramic majors) (Co-listed with Ae Eng 377, Ch Eng 347, Mt Eng 377, CrEng 377)

Physics Courses - 195

381 Elementary Solid State Physics (LEC 3.0) Anintroductory study of the structure and physicalProperties of crystalline solids. Included are topics incrystal structure, x-ray diffraction, crystal binding,thermal properties of solids, free electron theory andelementary energy band theory. Prerequisites: Math204 and Physics 107 or 207.

390 Undergraduate Research (IND 0.0-6.0) Thiscourse is designed for the undergraduate studentwho wishes to engage in research. It is not to beused for graduate credit nor for more than six credithours of undergraduate credit. The subject and creditare to be arranged with the instructor.

400 Special Problems (IND 0.0-6.0) Problems orreadings on specific subjects or projects in thedepartment Consent of instructor required.


402 Mathematical Physics I (LEC 3.0) Vector spaces,generalized coordinate transformations, vectoranalysis, tensors, partial differential equations inphysics and boundary value problems, orthogonalfunctions and solutions to ordinary differentialequations, hypergeometric, confluenthypergeometric, Legendre, Laguerre, and Besselfunctions, Hermite polynomials, Green's functions inone dimension. (Co-listed with Math 402)

403 Mathematical Physics II (LEC 3.0) Green'sfunctions in three dimensions, integral equations,complex variable theory and contour integration,group theory with applications to quantum mechanics,solid state and molecular physics. Prerequisite: Math402 or Physics 402. (Co-listed with Math 403)

404 Advanced Physics Laboratory TeachingMethods (LEC 3.0) Objectives, methods andproblems related to teaching of introductory physics,with an emphasis on laboratory instruction, thedevelopment of educational laboratory experimentsand techniques, student learning styles, studentassessment, student work groups, computer-baseddata acquisition, and communication techniques.Prerequisite: Graduate standing.

409 Classical Mechanics I (LEC 3.0) Methods ofNewton, Lagrange, and Hamilton applied to themotion of particles and rigid bodies. Introduction tocanonical transformations and Poisson brackets.Classical scattering and small oscillations.Prerequisites: Math 204, Physics 309.

410 Seminar (RSD 0.0-6.0) Discussion of current topics.411 Electrodynamics I (LEC 3.0) A rigorous

development of the fundamentals of electromagneticfields and waves. Electrostatics, magnetostatics,Maxwell's equations--Green's function, boundaryvalue problems, multipoles, conservation laws.Prerequisites: El Eng 273 and Math 325; Physics 321.

413 Statistical Mechanics (LEC 3.0) A study of statisticalensembles; Maxwell-Boltzmann, FermiDirac andEinstein-Bose distribution laws, application to somesimple physical systems. Prerequisites: Physics 309,361.

423 Electrodynamics II (LEC 3.0) A continuation ofPhysics 411. Applications of time-dependentMaxwell's equations to such topics as plasmas, waveguides, cavities, radiation; fields of simple systemsand multipoles. Relativity; covariant formulation ofMaxwell's equations and conservation laws, fields ofuniformly moving and accelerated charges.Prerequisite: Physics 411.

451 Advanced Computational Physics (LEC 3.0 andLAB 1.0) An introduction to modern computersimulations for solving physics problems. The coursewill be project-oriented with examples includingplanetary motion, chaotic dynamics, quantumscattering, structure of atoms and clusters,molecular dynamics, and Monte-Carlo simulations.Graduate students will be required to do extra workupon consultation with their advisor. Prerequisite:Graduate Standing.

456 Advanced Chaos, Fractals, and NonlinearDynamics (LEC 3.0) An introduction into nonlineardynamics, deterministic chaos, and fractals. Topicsinclude phase plane analysis, routes to chaos, andpattern formation with applications in physics,chemistry and biology. Graduate students will berequired to do extra work upon consultation withtheir advisor. Prerequisites: Math 204; Physics 24 orPhysics 25; Graduate standing.

457 Advanced Subatomic Physics (LEC 3.0) Anintroduction to elementary particles. Topics includeparticle properties, nuclear forces, particleinteractions, the Standard Model for quarks andleptons, fundamental forces in gauge field theorymodels, and the role of elementary particleinteractions in cosmology. Graduate Students will berequired to do extra work upon consultation withtheir advisor. Prerequisite: Physics 307.

461 Quantum Mechanics I (LEC 3.0) Basic formalismapplied to selected problems. Schroedinger equationand one dimensional problems, Dirac notation,matrix mechanics, harmonic oscillator, angularmomentum, hydrogen atom, variational methods,introduction to spin. Prerequisite: Physics 361 orequivalent.

463 Quantum Mechanics II (LEC 3.0) Perturbationtheory, treatment of spin, angular momentumaddition, Wigner-Eckart theorem; scattering theoryincluding partial wave analysis, born approximation,and formal scattering theory; identical particles,introduction to second quantization, and structure ofcomplex atoms. Prerequisite: Physics 461.

467 Quantum Statistical Mechanics (LEC 3.0)Techniques for calculation of the partition functionwith examples drawn from interacting Fermi gas,interacting Bose gas, superconductors, and similarsources. Prerequisites: Physics 413 and 463.

471 Atomic And Molecular Structure (LEC 3.0)Applications of quantum mechanics to the structureof atoms and molecules; perturbation and variationalcalculations, self-consistent field, multiplets, angularmomenta, Thomas-Fermi model, diatomic molecules,spectral intensities. Prerequisite: Physics 461.

196 - Physics Courses

473 Atomic Collisions (LEC 3.0) Basic quantummechanical concepts involved in atomic scatteringtheory. Topics include the Born approximation elasticcollisions, and inelastic collisions. Other specifictopics will be chosen from the general areas ofelectron, ion, and atom collisions with atoms andmolecules. Prerequisite: Physics 471 or 463.

481 Condensed Matter Physics (LEC 3.0) A course inthe physics of hard and soft matter including solids,liquids, and complex materials. Topics: atomicstructure, mechanical properties, phonons, electronicstructure, energy band theory, electroniccorrelations, transport properties, magnetism,superconductivity. Prerequisite: Physics 461.



494 Coop Registration (IND 0.0-1.0) Doctoralcandidates participating in a cooperative programwith another UM campus must enroll for one hour ofcredit for their first semester in the program and zerohours of credit for successive registration periodsuntil degree is completed. Failure to do so mayinvalidate candidacy. Billing is automatic as isregistration upon payment.


Statistic Courses300 Special Problems (IND 0.0-6.0) Problems or



305 Making Sense Of Data For Elementary SchoolTeachers (LEC 3.0) An activity based course that isintended to provide elementary school teachers withthe skills necessary to implement the Probability &Statistics strand of the American Statistical Associationof the National Council of Teachers of Mathematics(NCTM) joint. Prerequisite: Graduate Standing.

306 Making Sense Of Data For Middle SchoolTeachers (LEC 3.0) An activity based course that isintended to provide middle school teachers with theskills necessary to implement the Probability &Statistics strand of the American StatisticalAssociation of the National Council of Teachers ofMathematics (NCTM) joint.

307 Making Sense Of Data For High School Teachers(LEC 3.0) An activity based course that is intended toprovide high school teachers with the skills necessaryto implement the Probability & Statistics strand ofthe American Statistical Association of the NationalCouncil of Teachers of Mathematics (NCTM) joint.

314 Applied Time Series Analysis (LEC 3.0)Introduction to time series modeling of empirical dataobserved over time. Topics include stationaryprocesses, autocovariance functions, moving average,autoregressive, ARIMA, and GARCH models, spectralanalysis, confidence intervals, forecasting, andforecast error. Prerequisites: One of Stat 213, 215,217, 343 and one of Math 203, 208, or 308.

320 Statistical Methods (LEC 3.0) A continuation of Stat215 with emphasis on statistical methods. Topics wouldinclude further work on regression analysis, controlcharts, acceptance sampling, nonparametric statistics,goodness of fit tests, reliability and life-testing, analysisof experimental designs. Prerequisite: Stat 215.

325 Introduction to Biostatistics (LEC 3.0 and LAB1.0) Introduction to common biostatistical methodsfor designing research studies, collecting andanalyzing data, with application to problemsoriginating from the biological, environmental, andhealth sciences. Topics include randomization, meanscomparisons, ANOVA, regression, and analysis ofcount data. Prerequisite: Math 4 or equivalent.

343 Probability And Statistics (LEC 3.0) Introductionto the theory of probability and its applications,sample spaces, random variables, binomial, Poisson,normal distributions, derived distributions, andmoment generating functions. Prerequisite: Math 22.

344 Mathematical Statistics (LEC 3.0) A continuation ofStat 343 with introduction to the theories of pointestimation, hypothesis testing, and intervalestimation. Includes sufficiency, completeness,likelihood and how they apply to the exponentialfamily. Prerequisite: Stat 343.

346 Regression Analysis (LEC 3.0) Simple linearregression, multiple regression, regression diagnostics,multicollinearity, measures of influence and leverage,model selection techniques, polynomial models,regression with autocorrelated errors, introduction tonon-linear regression. Prerequisites: Math 22 and oneof Stat 211, 213, 215, 217, or 343. (Co-listed with CmpSc 366)

353 Statistical Data Analysis (LEC 3.0) Introduction tomethods for analyzing statistical data from experimentsand surveys. Analysis of variance, correlation,introduction to regression techniques, contingencytables, non-parametric techniques and introduction tomodern statistical software. Prerequisites: Math 22 andone of Stat 115, 213, 215 and 217.

Statistics Courses - 197

355 Statistical Models in Actuarial Science (LEC 3.0)This course covers the statistical foundation ofactuarial models and their applications. Topicsinclude survival and severity models, Kaplan-Meierand Nelson-Aalen estimators, aggregate andcredibility models for insurance losses, discrete timeMarkov chains, ruin theory, and simulation.Prerequisite: Stat 343 and either Stat 344 or a 200-level stat course. (Co-listed with Econ 360)

356 Statistical Models for Life Contingencies (LEC3.0) The basic statistical theory of actuarial modelsfor life uncertainties such as time of death. Multiplelife and multiple decrement models, statistical modelsfor life and contingent insurance; last survivor,disability, withdrawal, retirement and reservingmodels for life insurance. Prerequisite: Stat 343.

360 Statistical Data Analysis Using SAS (LEC 2.0 andLAB 1.0) This course will introduce the student toselected data analytic tools implemented in theStatistical Analysis System (SAS) and appropriateand effective use of these tools. Focus would be onboth the use of SAS data analytic tools and thetheoretical and methodological rationale that formthe basis of such analyses. Prerequisite: One of Stat213 or 215 or 217 or 343; and one of Stat 346 or353 or 441 or 443 or 444 or 445.

390 Undergraduate Research (IND 0.0-6.0) Thiscourse is designed for the undergraduate studentwho wishes to engage in research. It is not to beused for graduate credit nor for more than six credithours of undergraduate credit. The subject and creditare to be arranged with the instructor. Prerequisite:Consent of instructor.

400 Special Problems (IND 0.0-6.0) Problems orreadings on specific subjects in the department.Consent of instructor required.


414 Statistical Time Series Analysis (LEC 3.0) Aformal introduction to the fundamentals of statisticalmodeling and analysis of discrete time series. Topicsinclude autoregressive and moving averageprocesses, ARMA models, second order stationarity,vector processes, autocorrelation function, Fourierrepresentation, estimation and prediction of timeseries. Prerequisites: Stat 343 and Math 203 or 208.

438 Stochastic Optimization (LEC 3.0) Introduction tostochastic modeling theory and application. Topicsinclude probability theory, Markov processes,renewal theory, and queuing theory. Additional topicsinclude stochastic dynamic programming andstochastic programming. Prerequisite: Eng Mgt 365.(Co-listed with Eng Mgt 438)

439 Clustering Algorithms (LEC 3.0) An introduction tocluster analysis and clustering algorithms rooted incomputational intelligence, computer science andstatistics. Clustering in sequential data, massive dataand high dimensional data. Students will beevaluated by individual or group research projectsand research presentations. Prerequisite: At least

one graduate course in statistics, data mining,algorithms, computational intelligence, or neuralnetworks, consistent with student's degree program.(Co-listed with Comp Eng 439, Elec Eng 439, Sys Eng439 and Comp Sci 449)

441 Stochastic Processes (LEC 3.0) Development andapplication of Poisson and nonhomogeneous Poissonprocesses; renewal processes; Markov chains andprocesses including birth and death processes; andnormal processes, including Brownian motion.Prerequisites: Stat 343 and Math 204 or 229.

443 Nonparametric Statistical Methods (LEC 3.0) Acourse covering distribution free statistical methods.Topics include: order statistics, tests of hypothesesfor one-sample and two-sample problems, analysesof variance, goodness-of-fit tests, runs test,independence and regression problems, point andinterval estimation, ARE. Prerequisite: Stat 344.

444 Design And Analysis Of Experiments (LEC 3.0)Experimental designs and their statistical analysis.Includes completely randomized designs, completeand incomplete blocking designs, factorial andfractional factorial experiments, multiplecomparisons, response surface analysis.Prerequisites: One of Stat 353, Eng Mg 387 and oneof Stat 211, 213, 215, 217, 343; or Stat 343 and oneof Stat 211, 213, 215, 217.

445 Multivariate Statistical Methods (LEC 3.0)Analysis of data consisting of simultaneousmeasurements on many variables. Multivariatenormal distribution, multivariate analysis of variance,canonical correlation, principal components,classification and clustering techniques.Prerequisites: Stat 344 and Math 203.

446 Intermediate Probability (LEC 3.0) Probabilityspaces, random variables, distribution functions,expectations, independence, convergence theorems,characteristic functions, moment generatingfunctions, and central limit theorem. Prerequisites:Stat 344 and Math 315.

453 Linear Statistical Models I (LEC 3.0) Includes adevelopment of the theory of the distribution ofquadratic forms, and the estimation of parametersand testing hypotheses in linear statistical models.Prerequisites: Math 208 and Stat 343 and either Stat353 or 344.

454 Linear Statistical Models II (LEC 3.0) Includes thetheory of polynomial models, regression models,experimental design models, incomplete blockmodels, nonlinear models, with emphasis onoptimum properties of point and interval estimationand the power of tests. Prerequisite: Stat 453.

457 Advanced Mathematical Statistics I (LEC 3.0)The theory of estimation and hypothesis testing.Completeness and sufficience. Maximum likelihood,minimax, Bayesian and invariant procedures fortesting. Sequential decision rules. Emphasis onestimation. Prerequisites: Stat 344 and Math 315.

458 Advanced Mathematical Statistics II (LEC 3.0) Acontinuation of Stat 457 with the emphasis onhypothesis testing. Prerequisite: Stat 457.

198 - Statistics Courses

470 Theory Of Reliability (LEC 3.0) Statistical analysesof life-testing distributions such as the Weibull,gamma, exponential, logistic, and normal. Reliabilityestimation, tolerance limits, censored sampling, andapplications of Monte-Carlo simulation. Prerequisite:Stat 344.



495 Continuous Registration (LEC 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation and are awayfrom the campus must continue to enroll for at leastone hour of credit each registration period until thedegree is completed. Failure to do so may invalidatethe candidacy. Billing will be automatic as willregistration upon payment.

Systems Engineering Courses300 Special Problems (IND 1.0-6.0) Problems or



348 Wireless Networks (LEC 2.0 and LAB 1.0)Introduction to wireless communications andnetworking. Topics include transmissionfundamentals, wireless channel, coding techniquesand error control, satellite and cellular networks,cordless systems, mobile IP and management,multiple access techniques and wireless protocols,wireless LAN, IEEE 802.11, and adhoc and sensornetworks. Prerequisites: Hardware competency, ElecEng 243 or Comp Eng 213 and graduate standing.(Co-listed with Comp Eng 348 and Elec Eng 348)

367 Computational Intelligence (LEC 3.0)Introduction to Computational Intelligence (CI),Biological and Artificial Neuron, Neural Networks,Evolutionary Computing, Swarm Intelligence,Artificial Immune Systems, Fuzzy Systems, andHybrid Systems. CI application case studies coveredinclude digital systems, control, power systems,forecasting, and time-series predictions.Prerequisite: Stat 217. (Co-listed with Elec Eng 367and Comp Eng 358)

368 System Engineering and Analysis I (LEC 3.0) Theconcepts of Systems Engineering are introducedthrough a project. Students work in virtual teams.

The topics covered are architecture development,basic system architectural design techniques,functional decomposition, design and technicalreview objectives, and initial specifications.Prerequisite: Graduate or senior standing.

378 Introduction To Neural Networks &Applications (LEC 3.0) Introduction to artificialneural network architectures, adaline, madaline,back propagation, BAM, and Hopfield memory,counter propagation networks, self-organizing maps,adaptive resonance theory, are the topics covered.Students experiment with the use of artificial neuralnetworks in engineering through semester projects.Prerequisite: Math 204 or 229. (Co-listed with El Eng368)



404 Data Mining & Knowledge Discovery (LEC 3.0)Data mining and knowledge discovery utilizes bothclassical and new algorithms, such as machinelearning and neural networks, to discover previouslyunknown relationships in data. Key data miningissues to be addressed include knowledgerepresentation and knowledge acquisition(automated learning). Prerequisites: (Comp Sci 338or Comp Sci 347) and Stat 215. (Co-listed with CompSci 434 and Comp Eng 404)

408 Financial Risk Management (LEC 3.0) Techniquesand methods for managing financial risk, includingportfolio theory, Monte Carlo methods, ARIMA, timeseries forecasting, Value-at-Risk, stress testing,extreme value theory, GARCH and volatilityestimation, random variables and probabilitydistributions, real options, decision trees, utilitytheory, statistical decision techniques, and gametheory. Prerequisites: Eng Mgt 308, 352, orequivalent. (Co-listed with Eng Mgt 408)

410 Seminar (RSD 0.0-6.0) Discussion of current topics.411 Systems Engineering Capstone (LEC 3.0) The

topics covered are Systems EngineeringManagement Plan (SEMP), Systems Engineeringprocesses, process re-engineering, standards, andsystems engineering case studies. Students willapply the skills and theory that they mastered inprevious five core courses to the analysis of assignedcases. Prerequisites: Sys Eng 469, 412, 413 can betaken concurrently with Sys Eng 469 with consent ofinstructor.

412 Complex Engineering Systems ProjectManagement (LEC 3.0) The course topics includeissues specific to distributed project management,team development, resource management, constraintplanning, development of Integrated Master Scheduleand Integrated Master Plan, monitoring technicalperformance, schedule, cost, and risk. Prerequisite:Sys Eng 412 can be taken concurrently with Sys Eng468 with consent of instructor.

Systems Engineering Courses - 199

413 Economic Analysis for Systems Engineering(LEC 3.0) Methods of economic evaluation forengineering projects involving complex systems.Economic impacts on choosing system alternatives,life cycle costing, economic decisions involving riskand uncertainty, and engineering cost estimation forprojects in government, defense, and commercialindustries. Prerequisite: Sys Eng 413 can be takenconcurrently with Sys Eng 368 with consent ofinstructor.

419 Network Centric Systems (LEC 3.0) Network-centric systems comprises a diverse category ofcomplex systems with the primary purpose isproviding network-type services. Network-centricsystems are also known as collaborative systems.This course address the intersection betweennetwork engineering and the needs of systemsarchitecting and engineering. Prerequisite: Sys Eng469 or graduate standing. (Co-listed with Comp Eng419)

427 Function-Based Risk Analysis (LEC 3.0) Riskanalysis of products and systems will be exploredusing product functionality as the starting point.Traditional probabilistic risk assessment techniqueswill be covered along with recent approaches thatuse historical data to produce automatic riskassessments. Prerequisite: Graduate standing.

433 Distributed Systems Modeling (LEC 3.0) Thiscourse will discuss issues related to distributedsystems architecting, modeling, analysis andrepresentation, with specific focus on discrete-partmanufacturing domain. Distributed modelingtechniques and other model decomposition methodsusing simulation modeling and scalability issues willalso be addressed.

435 Model Based Systems Engineering (LEC 3.0) Thiscourse covers the use of models to representsystems and the underlying system elements,components, etc. Topics also include SysML,executable systems architectures, modelrepositories, integration of models and information,and use of MBSE in distributed systems.Prerequisite: Sys Eng 433.

439 Clustering Algorithms (LEC 3.0) An introduction tocluster analysis and clustering algorithms rooted incomputational intelligence, computer science andstatistics. Clustering in sequential data, massive dataand high dimensional data. Students will beevaluated by individual or group research projectsand research presentations. Prerequisite: At leastone graduate course in statistics, data mining,algorithms, computational intelligence, or neuralnetworks, consistent with student's degree program.(Co-listed with Comp Eng 439, Elec Eng 439, CompSci 449 and Stat 439)

443 Wireless Ad hoc and Sensor Networks (LEC 3.0)Introduction to ad hoc and sensor networks, IEEEstandards, heterogeneity, quality of service, wirelesschannel issues, energy awareness, power andtopology control, routing, scheduling, rateadaptation, self-organization, admission and flow

control, energy harvesting, security and trust levels,hardware and applications. Prerequisite: Comp Eng348 or Comp Eng 349 or equivalent. (Co-listed withComp Eng 443 and Elec Eng 443)

449 Network-Centric Systems Reliability andSecurity (LEC 3.0) This course presents reliabilityand fault tolerance for network-centric systems,including models, metrics, and analysis techniques.This course also concentrates on security, includingtechnical tools and methods for audit andassessment as well as management and policyissues. Prerequisite: Sys Eng/Comp Eng 419 orComp Eng 349. (Co-listed with Comp Eng 449)

458 Adaptive Critic Designs (LEC 3.0) Review ofNeurocontrol and Optimization, Introduction toApproximate Dynamic Programming (ADP),Reinforcement Learning (RL), Combined Concepts ofADP and RL - Heuristic Dynamic Programming (HDP),Dual Heuristic Programming (DHP), Global DualHeuristic Programming (GDHP), and Case Studies.Prerequisite: Elec Eng 368 Neural Networks orequivalent (Computational Intelligence Comp Eng301) (Co-listed with Comp Eng, Elec Eng, Mech Engand Aero Eng 458)

468 Systems Engineering Analysis II (LEC 3.0) Thiscourse uses customized case studies based on teamprojects from prior courses. Topics covered includephysical and functional analysis, analysis andtraceability of requirements and specifications,verification and validation, optimization, simulation,and trade studies. Prerequisite: Sys Eng 368.

469 Systems Architecting (LEC 3.0) The objective ofthe course is to provide the basic tools and conceptsof architecting complex engineering systems.Systems thinking, ambiguity in system architecting,search as an architecting process, SysML and DoDAFArchitecting Framework, System of Systems andNetwork-Centric Architectures. Prerequisite: Sys Eng469; can be taken concurrently with Sys Eng 468with consent of instructor.

470 Software Intensive Systems Architecting (LEC3.0) Basic tools and concepts of architectingcomplex software intensive systems are introduced.The following topics are covered under four mainsections; namely Architecting Process, ArchitectingHeuristics, Architecting Patterns and Frameworks,and Architecture Assessment. Prerequisite: GraduateStanding.

478 Advanced Neural Networks (LEC 3.0) Advancedartificial neural network architectures, namely;Radial-Basis Function Networks, Support VectorMachines, Committee Machines, PrincipalComponents Analysis, Information-Theoretic Models,Stochastic Machines, Neurodynamic Programming,Temporal Processing are the topics covered.Prerequisite: Sys Eng 378 or equivalent neuralnetwork course.

479 Smart Engineering System Design (LEC 3.0) Thiscourse covers the emerging approaches for designingof smart engineering systems architectures forcomplex systems through evolutionary acquisition,

200 - Systems Engineering Courses

namely; adaptive architecture generation for familyof systems, complexity theory, evolutionaryprogramming, fuzzy logic, collaborative behavior,artificial life, and chaos. Prerequisite: Sys Eng 378 orgraduate standing.

480 Investment (LEC 3.0) An introduction to the theoryand practice of investment, including financialmarkets and instruments, security trading, mutualfunds, investment banking, interest rates, riskpremiums, the capital asset pricing model, arbitragepricing theory, market efficiency, bonds and the fixedincome market, equity valuation, fundamental andtechnical analysis. Prerequisites: Eng Mgt 208, 308,352, or equivalent. (Co-listed with Eng Mgt 480)

481 Financial Engineering (LEC 3.0) An introduction tofinancial engineering, with an emphasis on financialderivatives, including the future markets, the pricingof forwards and futures, forward rate agreements,interest and exchange rate futures, swaps, theoptions markets, option strategies, the binomial andBlack-Scholes models for option valuation, the optionGreeks, and volatility smiles. Prerequisites: Eng Mgt308, Eng Mgt 352; Eng Mgt 480 or Sys Eng 480 orequivalent. (Co-listed with Eng Mgt 481)

482 Financial Engineering II (LEC 3.0) This courseintroduces advanced topics in financial engineering,which includes introduction to Wienver processes,martingales and Ito's lemma; basic numericalmethods for options pricing, exotic options; interestrate models; stochastic volatility models and jump-diffusion models; and value-at-risk. Prerequisite: EngMgt/Sys Eng 481. (Co-listed with Eng Mgt 482)

490 Research (IND 1.0-15.0) Investigations of anadvanced nature leading to the preparation of athesis or dissertation. Consent of instructor required.Prerequisite: Graduate standing.

493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examination foron-campus MS/PhD students may be processedduring intersession. Off-campus MS students mustbe enrolled in oral examination and must have paidan oral examination fee at the time of thedefense/comprehensive exam (oral/written). Allother students must enroll for credit commensuratewith uses made of facilities and/or faculties. In nocase shall this be for less than three (3) semesterhours for resident students.

495 Continuous Registration (IND 1.0) Doctoralcandidates who have completed all requirements forthe degree except the dissertation, and are awayfrom campus must continue to enroll for at least onecredit hour each registration period until the degreeis completed. Failure to do so may invalidate thecandidacy. Billing will be automatic as willregistration upon payment.

Technical CommunicationCourses300 Special Problems (IND 0.0-6.0) Problems or



302 Research Methods in Technical Communication(LEC 3.0) Students learn essential research methodsin technical communication, including audienceanalysis, interviewing techniques, working withsubject matter experts, and experimental researchdesign. Prerequisites: TCH COM 65 AND TCH COM240 or English 65 and English 240.

310 Seminar (RSD 0.0-6.0) Discussion of current topics.Prerequisite: TCH COM 65 and TCH COM 240.

331 Technical Editing (LEC 3.0) The principles andpractices of technical editing, including usability,audience analysis, contextual editing, theconventions of scientific and technicalcommunication, and the role of the editor indocument development and publication. Studentswill also learn standard practices of copy editing andthe use of style guides. Prerequisite: TCH COM 65 orEnglish 65, or equivalent.

333 Proposal Writing (LEC 3.0) Familiarizes studentswith many aspects of writing proposals for variouspurposes in academic, professional, and publicspheres. Offers students opportunities to writedocuments to promote their academic, professional,or personal goals or those of their organization(s).Prerequisite: One semester of college composition ortechnical writing.

334 Usability Studies (LEC 3.0) Students in this coursewill study and apply methods used by technicalcommunicators to evaluate usability. Students willstudy methods used to evaluate human interactionwith communication tools and how to make thoseproducts more suitable for human use. Prerequisite:One semester of college writing or technical writing.

340 Theory of Visual Technical Communication (LEC3.0) A study of the relationships between visual andconceptual elements of technical communication.Prerequisites: TCH COM 65 and TCH COM 240 orEnglish 65 and English 240.

361 History of Technical Communication (LEC 3.0)Introduction to the roles of the technicalcommunicator and the technologies of communicationfrom ancient cultures to the present. Prerequisite:TCH COM 65 or English 65, or equivalent.

380 Internship (IND 0.0-6.0) Internship will involvestudents applying critical thinking skills and disciplinespecific knowledge in a work setting based on aproject designed by the advisor and employee.Activities will vary depending on the student'sbackground and the setting. Prerequisites: Seniorstatus; must have completed 24 hours in the majorcore curriculum.

Technical Communication Courses - 201

385 Theory and Practice of TechnicalCommunication (LEC 3.0) This capstone courseenables the student to work on individual and groupprojects that put into play the theories and practicesof technical communication. Students are expectedto develop professional portfolios. Prerequisites:Senior Status and TCH COM 65 and TCH COM 240 orEnglish 65 and English 240.



402 Foundations of Technical Communication (LEC3.0)Introduction to themes and issues, methods, andgenres that define technical communication.

403 Theoretical Approaches to TechnicalCommunication (LEC 3.0) Examines representativetheories and research in written, oral, and visualmodes of technical communication. Includes suchissues as ethics, document design, rhetoricalmethods, and people-machine communication.

404 Teaching of Technical Communication (LEC 3.0)Provides a theoretical and pedagogical foundation forteaching workshops and undergraduate courses intechnical communication. Includes both traditionaland electronic settings.

409 Web-Based Communication (LEC 3.0) Coverssuch topics as advanced writing and editing for theweb; the creation of rhetorically effective websites;the use of blogs, wikis, and other web genres tocommunicate technical information.

410 Seminar (RSD 0.0-6.0) Discussion of current topics.411 International Technical Communication (LEC

3.0) Examines complexity of communication oftechnical information worldwide. Includes topics suchas graphics, icons, symbols; user interface design;cross-cultural communication.

420 Advanced Theories of Visual TechnicalCommunication (LEC 3.0) An in-depth investigationand analysis of historical and contemporary visualtheories and their impact on technicalcommunication, including visual rhetoric, semiotics,and design and critical theories.

433 Advanced Proposal Writing (LEC 3.0) Familiarizesgraduate students with many aspects of writingproposals for various purposes in academic,professional, and public spheres. Offers opportunitiesto write documents to promote their academic,professional, or personal goals or those of theirorganization(s). Prerequisite: Graduate standing.

440 Advanced Layout and Design (LEC 3.0) Advancedtheory and practice of layout and design for print andelectronic media. Students who have taken TCH COM240 may not take this course for credit. Prerequisite:Graduate standing.

450 Information Management in TechnicalCommunication (LEC 3.0) Study of and practice indirecting projects related to such areas asmultimedia, web sites, strategic planning,newsletters. Includes writing planning documents,selecting team members, synchronizingassignments, testing prototypes, and issuing a finalreport.


493 Oral Examination (IND 0.0) After completion of allother program requirements, oral examinations foron-campus M.S./Ph.D. students may be processedduring intersession. Off-campus M.S. students mustbe enrolled in oral examination and must have paidan oral examination fee at the time of thedefense/comprehensive examination (oral/written).All other students must enroll for creditcommensurate with uses made of facilities and/orfaculties. In no case shall this be for less than three(3) semester hours for resident students.

202 - Technical Communication Courses

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