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NNSE 508 EM Lecture #10 1 Lecture contents Density of states Statistics Metals: transport
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Page 1: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

1

Lecture contents

• Density of states

• Statistics

• Metals: transport

Page 2: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

2 Density of states

How to fill the states in almost free electron band structure ?

1. Calculate number of states per unit energy per unit volume

2. Use Pauli exclusion principle and distribution function to fill the bands

zz

z

yy

y

xx

x

nL

k

nL

k

nL

k

2

2

2

• Electrons are waves !

• Large 3D box (L is large, n is large) with

Born-von Karman boundary Conditions:

ikrAe

3D : 2D : 1D : 32

VN

• Free electron approximation:

( , , ) ( , , )

same for y and z

xx L y z x y z

0 Lx

V(x)

x

V0

zyx

zyx

zyx

nnnLLL

kkk

32

22

SN

2

kLN

• Number of states:

Page 3: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

3 Density of states

m

kVE

2

22

0

In the interval k to k+k

number of states :

2

kLN

3D :

2102

1VEmk

In the interval E to E+dE number

of states per unit “volume” (spin

included):

2D :

1D :

m

kkE

2 32

VN

22

2

2

kLkN

332

2

4

kLkN

2)(

mEN

210

212)(

VE

mEN

E

N

VEN

1)(

21032

232)( VE

mEN

Page 4: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

4 Density of states and dimensionality

From Singh, 2003

Page 5: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

5

Density of states in 3D and DOS effective mass

Valence band density of states for Si (calculations)

Effective mass density of states

21

032

23*2)( VE

mEN

3D density of states

**

cdos mm

Conduction band DOS mass in

G point:

31*

3

*

2

*

1

32* mmmm cdos

Conduction band DOS mass in

indirect gap semiconductors:

Valence band DOS mass : 322/3*2/3**

lhhhdos mmm

Page 6: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

6

Filling the empty bands: Distribution function

( ) ( ) ( )n E N E f E• Electron concentration at the energy E (Density of

states) x (distribution function):

• Pauli Exclusion Principle: No two electrons

(fermions) can have identical quantum numbers.

• Electrons follow Fermi-Dirac statistics.

• Fermi-Dirac distribution function:

1

1)(

Tk

EEFD

B

F

e

Ef

TkEE BF In the non-degenerate case (electron energies

are far from EF ):

Boltzmann distribution function may be used:

TkEEB

BFeEf

)(

Page 7: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

7

Filling parabolic empty bands: Fermi energy

• Fermi energy is obtained by solving:

• if n is concentration of electrons in the band:

• The Fermi energy is found:

• And Fermi surface (sphere in this case)

for Na with n = 2.65x1022 cm-3

• What is happening if the Fermi surface is not

entirely within the Brillouin zone?

0

3 2 3 2* *1 2 3 2

0 02 3 2 3

2 2 2

3

FE

F

V

m mn E V dE E V

F

o o

E

V V

n N E f E dE N E dE

If DOS changes slowly at EF

2

3 22

0 *3

2FE V n

m

2

32

*3

2Fk n

m

2 2

02

FF

kE V

m since

0 3.22FE V eV 10.92Fk A

81 10 cm/sFv

Page 8: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

8 Nearly free electrons: Fermi surfaces in 2D

(square crystal)

• Fermi level is within the first band

One electron per unit cell Two electron per unit cell

From Hummel, 2000

Fermi level

Fermi surface

• Fermi level is in two bands

Page 9: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

9 Consequences of band model:

Metals, dielectrics and semiconductors

Pauli Exclusion Principle controls filling of the band structure

• Insulators – highest filled band is completely occupied.

• Metals with one valence electron – half band occupied

• Bivalent metals – have s-p overlap – bands partially occupied

• Semiconductors – most common has intermixed s-p states with completely occupied one

of the sp sub-bands

Page 10: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

10 Nearly free electrons: band structure of Cu Band structure of Copper (fcc) (from Segal, 1962)

From Hummel, 2000

Fermi-surface for Cu

L-point

X-point

4s- and 3d-bands of Cu (11 electrons) and Ni (10 electrons)

Page 11: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

11

From Seeger, 1973

Band-structures of Si and Ge: Fermi level is in the bandgap !

(in pure materials)

Page 12: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

12

Conductivity of metals – Quantum mechanical considerations

• Let’s consider parabolic band with minimum in the

center of Brillouin zone.

• In metals the conduction band is filled up to Fermi

energy (within kT):

• If electric field is applied, the distribution of velocities

is displaced by drift velocity v.

• Only electrons close to Fermi surface participate in

current transport.

• In one dimension:

compare with classical form:

• From definition of velocity

• And “drift” momentum

• If accurate 3D averaging is applied:

• Conductivity:

From Hummel, 2000

class dJ qnv

F FJ qv N E E

FE v k

ek

2 2

F FJ q v N E

2 21

3F FJ q v N E

2 21

3F Fq v N E

compare with classical form: 2q

nm

Page 13: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

13

Conductivity of metals – examples

From Hummel, 2000

2 21

3F Fq v N E • Conductivity of metals depends mainly on

scattering (quite expected) and density of

states at Fermi level

• Conductivity is high in monovalent metals:

Cu, Ag, Au

• Conductivity is lower in bivalent metals

• Conductivity can be controlled in

semiconductors by filling the bands with

doping

• In metals, temperature dependence of

resistivity is linear (phonon scattering),

reaching residual value at low temperatures

(imperfections scattering).

Page 14: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

14

Conductivity of alloys – examples

From Hummel, 2000

2 21

3F Fq v N E

• Resistivity of dilute single-phase

alloys increases with the square of

the valence difference (Linde’s rule)

• Scattering on local lattice

imperfections and local charge

differences

• Shift of Fermi level position

• Usually resistivity has maximum at

50% solute content

• If ordered phase forms, the resistivity

drops

Page 15: Density of states Statistics Metals: transportsoktyabr/NNSE508/NNSE508_EM-L10... · 2014-01-27 · • Conductivity of metals depends mainly on scattering (quite expected) and density

NNSE 508 EM Lecture #10

15

Hall effect: carrier charge

1

1

y

H

x z

for n typeE ne

RJ B

for p typepe

Hall coefficient:

Dimensionless Hall coefficient for metals:

(= 1 in Drude theory) 1

HR

Ne

V

Materials with >1 electrons per unit cell can have:

• Complex Fermi surface

• Fermi energies close to discontinuities in the E vs. k

• Almost full bands where the carriers behave as positively charged (holes)

holes


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