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ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction...

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Research Projects in Applied and Computational Mathematics Shawn W. Walker Louisiana State University Department of Mathematics Supported by the National Science Foundation DMS-1418994, DMS-1555222 (CAREER)
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Page 1: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Research Projects in Applied

and Computational Mathematics

Shawn W. Walker

Louisiana State UniversityDepartment of Mathematics

Supported by the National Science FoundationDMS-1418994, DMS-1555222 (CAREER)

Page 2: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Shawn Walker’s Research Areas

Interface motion by solidification

-1 0 1

-1

0

1 N=161 dt = 0.00625 T=1

Walker, Davis, Int. Free Bdy., vol. 17, 2015

Ericksen model of liquid crystals

00.5

1 0

0.5

1

0

0.5

1

Y

Windmill Defect In A Box

X

Z

Walker, et. al., submitted, 2015

Numerical analysis/finite element methods (FEM)

Liquid crystal modeling and numericsGeometric flows, free boundary problems, surface PDEsShape optimization; PDE control of shape

Mesh generation

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 3: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Overview

Liquid crystals are a work-horse technology enabling a variety ofelectronic displays. They have a host of potential applications in materialscience, including building new materials with colloidal dispersionscontrolled through directed self-assembly.

Walker, et. al., in prep., 2016

Research nuggets:

Created new methods for the Ericksen model of liquid crystals,including colloidal effects and electric fields.

Can model interesting defect structures, such as the Saturn ring.

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 4: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Research Projects in Liquid Crystals

Araki, Tanaka, PRL, vol. 97, 2006

Copar, Tkalec, Musevic, Zumer,

PNAS, vol. 112, 2015

Optimal control of colloids and (topological)defect structures

Optimal shape of liquid crystal droplets

Generalize our Ericksen method to the full

Q-tensor model

Coupling liquid crystals to fluid dynamics

Coupling other physical effects, e.g. electricfields

Copar, Ravnik, Zumer,

Materials, vol. 7, 2014

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 5: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Overview

Geometric flows occur in surface tension/curvature-driven flows inmicrofluidics (e.g. electro-wetting), soap films and foams,bio-membranes, and shape and topology optimization. Applicationsinclude controlling droplets and foams for micro-fluidics and developingnew materials.

Time = 0.0 Time = 0.1 Time = 0.2

Time = 0.4 Time = 1.0 Time = 2.0

Walker, M2AN, vol. 48, 2014

Research nuggets:

Created new models and methods for moving droplets with surfacetension, and solidification/melting problems.

Developed shape optimization tools for fluid pumping, drug delivery,and droplet footprint control.

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 6: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Research Projects in Geometric Flows, PDEs, and Control

Γs

Γg

bgbs

ng

Σ tΣex

eyez

Γs,g −2 −1 0 1 2 −2

0

2

0

1

2

Y

X

Optimization Index = 310 / 310

Z

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

Laurain, Walker, SIAM J. Control Optim., vol. 53, 2015

Droplet dynamics and shape control

Contact line pinning effects

Shape and topology optimization

Topology optimization of liquidcrystal domains

Modeling and analysis of liquidcrystal nematic shells

Pairam, Vallamkondu, et. al.,

PNAS, vol. 110, 2013

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 7: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Overview

Scientific computing is a basic tool for the investigation of scientificphenomena. Numerical analysis provides the mathematical foundation fora variety of “methods” such as finite difference and finite elementmethods mostly geared toward continuum models.

Walker, et. al., Phys. Fluids, vol.

21, 2009

Walker, SIAM J. Sci. Comp., vol. 35, 2013Research nuggets:

New finite element methods, and computational techniques, forproblems with complex evolving geometry.New methods for electro-wetting (EWOD) and multi-physicsproblems.A new robust method for mesh generation of complex 3-D objects.

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 8: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

Research Projects in Numerical Analysis and Simulation

-1

-0.5

0

0.5

1

-1 0 1

-1

-0.5

0

0.5

1

-1 0 1

-1 0 1

-1

-0.5

0

0.5

1

-10

110-1

-1

0

1

xx

x

y

y

y

zzz

Walker, J. Comp. Phys., vol. 311, 2016

Ungor, 2001; Brandts, Korotov, Krızek, 2011

Self-avoiding curves and surfaces

Non-obtuse adaptive meshing

cutFEM approach for moving domains andshape optimization

Phase-field modeling of liquid crystal droplets

Multi-grid solver for liquid crystal models

Mesh generation

Burman, Hansbo, et. al.,

Num. Math., vol. 133,

2016

Research Projects in Applied and Computational Mathematics S. W. Walker

Page 9: ResearchProjectsinApplied andComputationalMathematics ...walker/pdfs/SWalker...Introduction LiquidCrystals Geometric Flows,PDEs,andControl NumericalAnalysisandSimulation Conclusion

Introduction Liquid Crystals Geometric Flows, PDEs, and Control Numerical Analysis and Simulation Conclusion

More Information

Website: http://www.math.lsu.edu/˜walker/

FEM package FELICITY:http://www.mathworks.com/matlabcentral/fileexchange/31141-felicity

Liquid crystal music video:http://www.math.lsu.edu/˜walker/liquid crystal.html#LC movie

Special thanks to

Research Projects in Applied and Computational Mathematics S. W. Walker


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