Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of...

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Last Time Free electron model ε ~ g Density of states in 3D m k E F F 2 2 2 = Fermi Surface k F = 3 π 2 N V 1/3 ( ) ( ) T f e , 1 1 ε μ ε β = + Fermi-Dirac Distribution Function Debye Approximation.

Transcript of Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of...

Page 1: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Last Time

Free electron model

ε~gDensity of states in 3D

m

kE FF 2

22

=Fermi Surface kF =3π 2NV

⎛⎝⎜

⎞⎠⎟

1/3

( ) ( )Tfe

,1

1 εµεβ =+

= −

Fermi-Dirac Distribution Function

Debye Approximation.

Page 2: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Today

Measuring the occupied density of states

Effective Mass

Electrical Conductivity

Thermal Conductivity

Wiedemann-Franz Ratio

Heat Capacity 3BTATC +=

Electrons Phonons

Page 3: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Fermi-Dirac Distribution Function

http://ece-www.colorado.edu/~bart/book/distrib.htm#fermi

Becomes a step function at T=0.Low E: f ~ 1.High E: f ~ 0.

Go play with the Excel file “fermi.xls” at:

( ) ( ) 1

1,

+= −µεβεe

Tf

µ = chemical potential = “Fermi Level”

µ(T=0)=εF Fermi energy

Right at the Fermi level: f = 1/2.

Page 4: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Fermi-Dirac Distribution Function

http://ece-www.colorado.edu/~bart/book/distrib.htm#fermi

Becomes a step function at T=0.Low E: f ~ 1.High E: f ~ 0.

Go play with the Excel file “fermi.xls” at:

( ) ( ) 1

1,

+= −µεβεe

Tf

µ = chemical potential = “Fermi Level”

µ(T=0)=εF Fermi energy

Right at the Fermi level: f = 1/2.

Page 5: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

n ε,T( ) = g ε( ) f ε,T( )

N = n ε,T( )0

∫ dε = g ε( ) f ε,T( )dε = N0

µ T > 0( ) < εF

µ T( ) = εF 1− o T2( )⎡⎣ ⎤⎦

Number of electrons per energy range

Fermi functionDensity of states

Implicit equation for µ

N is conserved

Shaded areas are equal

0.01% @ room temp

Density of Occupied States

Page 6: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

n ε,T( ) = g ε( ) f ε,T( )

N = n ε,T( )0

∫ dε = g ε( ) f ε,T( )dε = N0

µ T > 0( ) < εF

µ T( ) = εF 1− o T2( )⎡⎣ ⎤⎦

Number of electrons per energy range

Fermi functionDensity of states

Implicit equation for µ

N is conserved

Shaded areas are equal

0.01% @ room temp

Density of Occupied States

Page 7: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Heat CapacityWidth of shaded region ~ kT

Room temp T ~ 300K, TF ~ 104 K→ Small width→ Few electrons thermally excited

How many electrons are excited thermally?

Shaded area ≈ triangle. Area = (base)(height)/2

Number of excited electrons: ≈ (g(εF)/2)(kT)/2 ≈ g(εF)(kT)/4

Excitation energy ≈ kT (thermal)

Total thermal energy in electrons: E ≈14g εF( )kT⎛

⎝⎜⎞⎠⎟kT( ) = 1

4g εF( ) kT( )2

C =dEdT

≈12g εF( )k2T =

34NεFk2T

C ~ THeat Capacity in a Metal

Page 8: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Heat CapacityWidth of shaded region ~ kT

Room temp T ~ 300K, TF ~ 104 K→ Small width→ Few electrons thermally excited

How many electrons are excited thermally?

Shaded area ≈ triangle. Area = (base)(height)/2

Number of excited electrons: ≈ (g(εF)/2)(kT)/2 ≈ g(εF)(kT)/4

Excitation energy ≈ kT (thermal)

Total thermal energy in electrons: E ≈14g εF( )kT⎛

⎝⎜⎞⎠⎟kT( ) = 1

4g εF( ) kT( )2

C =dEdT

≈12g εF( )k2T =

34NεFk2T

C ~ THeat Capacity in a Metal

Page 9: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Heat CapacityWidth of shaded region ~ kT

Room temp T ~ 300K, TF ~ 104 K→ Small width→ Few electrons thermally excited

How many electrons are excited thermally?

Shaded area ≈ triangle. Area = (base)(height)/2

Number of excited electrons: ≈ (g(εF)/2)(kT)/2 ≈ g(εF)(kT)/4

Excitation energy ≈ kT (thermal)

Total thermal energy in electrons: E ≈14g εF( )kT⎛

⎝⎜⎞⎠⎟kT( ) = 1

4g εF( ) kT( )2

C =dEdT

≈12g εF( )k2T =

34NεFk2T

C ~ THeat Capacity in a Metal

Page 10: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

How you would do the real calculation:

N = n ε,T( )0

∫ dε

E = εn ε,T( )0

∫ dε = ε f ε,T( )g ε( )0

∫ dε

dEdT

= C =π 2

2g εF( )kB2T

C = AT + BT 3

Implicit equation for µ → fully determines n(ε, T)

Then

In a metallic solid,

C ~ T is one of the signatures of the metallic state

Electrons Phonons

Correct in simple metals.

Heat Capacity

Page 11: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

How you would do the real calculation:

N = n ε,T( )0

∫ dε

E = εn ε,T( )0

∫ dε = ε f ε,T( )g ε( )0

∫ dε

dEdT

= C =π 2

2g εF( )kB2T

C = AT + BT 3

Implicit equation for µ → fully determines n(ε, T)

Then

In a metallic solid,

C ~ T is one of the signatures of the metallic state

Electrons Phonons

Correct in simple metals.

Heat Capacity

Page 12: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Measuring n(ε, T)

X-ray Emission

(1) Bombard sample with high energy electrons to remove some core electrons

(2) Electron from condition band falls to fill “hole”, emitting a photon of the energydifference

(3) Measure the photons -- i.e. the X-ray emission spectrum

N = n ε,T( )0

∫ dε = g ε( ) f ε,T( )dε = N0

∫ n(ε, T) is the actual numberof electrons at ε and T

Page 13: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Measuring n(ε, T)

X-ray Emission

N = n ε,T( )0

∫ dε = g ε( ) f ε,T( )dε = N0

∫ n(ε, T) is the actual numberof electrons at ε and T

Emission spectrum (how many X-rays come out as a function of energy) will look likethis.

Fine print: The actual spectrum is rounded by temperature, and subject to transition probabilities. Void in New Hampshire.

Page 14: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

EFFECTIVE MASS

Real metals: electrons still behave likefree particles, but with “renormalized” effective mass m*

E =2k2

2m*

In potassium (a metal), assuming m* =1.25m gets the correct

(measured) electronic heat capacity

Physical intuition: m* > m, due to “cloud” of phonons and other excited electrons.

Fermi Surface

At T>0, the periodic crystal and electron-electroninteractions and electron-phonon interactionsrenormalize the elementary excitation to an “electron-likequasiparticle” of mass m*

Page 15: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

EFFECTIVE MASS

Real metals: electrons still behave likefree particles, but with “renormalized” effective mass m*

E =2k2

2m*

In potassium (a metal), assuming m* =1.25m gets the correct

(measured) electronic heat capacity

Physical intuition: m* > m, due to “cloud” of phonons and other excited electrons.

Fermi Surface

At T>0, the periodic crystal and electron-electroninteractions and electron-phonon interactionsrenormalize the elementary excitation to an “electron-likequasiparticle” of mass m*

Page 16: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Electrical Conductivity

τvm

Eedt

dvmF

*

* −−==

v = −eτm*

E

*m

ee

τµ =

Em

nevnej

*

2τ=−=

Collisions cause drag

Electric Field Accelerates charge

τ ≈ mean time between collisions

0=vSteady state solution:

=mobility

Electric current density (charge per second per area)

Units: n=N/V ~ L-3 v ~ L/S

current per area

average velocity

Page 17: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Electrical Conductivity

τvm

Eedt

dvmF

*

* −−==

v = −eτm*

E

*m

ee

τµ =

Em

nevnej

*

2τ=−=

Collisions cause drag

Electric Field Accelerates charge

τ ≈ mean time between collisions

0=vSteady state solution:

=mobility

Electric current density (charge per second per area)

Units: n=N/V ~ L-3 v ~ L/S

current per area

average velocity

Page 18: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Electrical Conductivity

Em

nevnej

*

2τ=−=

Electric current density (charge per second per area)

current per area

Ej

σ≡

*

2

m

ne τσ = Electrical Conductivity

OHM’s LAW (V = I R )

n = N/V

me = mass of electron

e = charge on electron

τ = mean time between collisions

Page 19: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Electrical Conductivity

Em

nevnej

*

2τ=−=

Electric current density (charge per second per area)

current per area

Ej

σ≡

*

2

m

ne τσ = Electrical Conductivity

OHM’s LAW (V = I R )

n = N/V

me = mass of electron

e = charge on electron

τ = mean time between collisions

Page 20: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

What Causes the Drag?

Page 21: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Bam!

Random

Collisions

On average,

I go about τ seconds between

collisions

with phonons

and impurities

electron

phonon

Page 22: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Bam!

Random

Collisions

On average,

I go about τ seconds between

collisions

with phonons

and impurities

electron

phonon

Page 23: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Scattering

It turns out that static ions do not cause collisions!

What causes the drag? (Otherwise metals would have infinite conductivity)

Electrons colliding with phonons (T > 0)

Electrons colliding with impurities

( ) ∞→= 0Tphτ

τimp is independent of T

Page 24: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Mathiesen’s Rule

( ) impphtot T τττ111 +=

how often electronsscatter total how often electrons scatter

from phonons

how often electrons scatter fromimpurities

Independent scattering processes means the RATES can be added.

5 phonons per sec. + 7 impurities per sec.

= 12 scattering events per second

Page 25: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Mathiesen’s Rule

( ) impphtot T τττ111 +=

how often electronsscatter total how often electrons scatter

from phonons

how often electrons scatter fromimpurities

Independent scattering processes means the RATES can be added.

5 phonons per sec. + 7 impurities per sec.

= 12 scattering events per second

Page 26: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Mathiesen’s Rule ( ) impphtot T τττ111 +=

em

ne τσ2

ρ 12ne

me=

ph

eph ne

m

τρ 1

2=

imp

eimp ne

m

τρ 1

2=

⎟⎟⎠

⎞⎜⎜⎝

⎛+=+=

impph

eimpphtot ne

m

ττρρρ 11

2

Resistivity

If the rates add, then resistivities also add:

Resistivities Add

(Mathiesen’s Rule)

Page 27: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Mathiesen’s Rule ( ) impphtot T τττ111 +=

em

ne τσ2

ρ 12ne

me=

ph

eph ne

m

τρ 1

2=

imp

eimp ne

m

τρ 1

2=

⎟⎟⎠

⎞⎜⎜⎝

⎛+=+=

impph

eimpphtot ne

m

ττρρρ 11

2

Resistivity

If the rates add, then resistivities also add:

Resistivities Add

(Mathiesen’s Rule)

Page 28: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivity

⎥⎦⎤

⎢⎣⎡

⋅=

area

Ejt sec

jt = εvn

Heat current density

ε = Energy per particle

v = velocity

n = N/V

Electric current density

Heat current density

Page 29: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivity

⎥⎦⎤

⎢⎣⎡

⋅=

area

Ejt sec

jt = εvn

Heat current density

ε = Energy per particle

v = velocity

n = N/V

Electric current density

Heat current density

Page 30: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Heat Current Density jtot through the plane: jtot = jright - jleft

jrightjleft

Heat energy per particle passing through the plane

started an average of “l” away.

About half the particles are moving right, and about half to the left.

x

Page 31: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Heat Current Density jtot through the plane: jtot = jright - jleft

jrightjleft

Heat energy per particle passing through the plane

started an average of “l” away.

About half the particles are moving right, and about half to the left.

x

Page 32: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Limit as l goes small:

Page 33: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Limit as l goes small:

Page 34: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Page 35: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Page 36: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Tx

T ∇→∂∂ 22222 3 xzyx vvvvv =++=

Tcvj vt ∇−=

τ2

3

1Tjt ∇−= κ vcv τκ 2

3

1=

How does it depend on temperature?

Page 37: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityHeat current density

x

Tx

T ∇→∂∂ 22222 3 xzyx vvvvv =++=

Tcvj vt ∇−=

τ2

3

1Tjt ∇−= κ vcv τκ 2

3

1=

How does it depend on temperature?

Page 38: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityvcv τκ 2

3

1=

2

2

1FeF vmE = cv =

π 2

2nkB

TTF

⎛⎝⎜

⎞⎠⎟

κ =132EF

me

⎛⎝⎜

⎞⎠⎟τ π

2

2nkB

TTF

⎛⎝⎜

⎞⎠⎟

=π 2nkB

2Tτ3me

=π 2kB

2T3

nτme

⎛⎝⎜

⎞⎠⎟

Page 39: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Thermal conductivityvcv τκ 2

3

1=

2

2

1FeF vmE = cv =

π 2

2nkB

TTF

⎛⎝⎜

⎞⎠⎟

κ =132EF

me

⎛⎝⎜

⎞⎠⎟τ π

2

2nkB

TTF

⎛⎝⎜

⎞⎠⎟

=π 2nkB

2Tτ3me

=π 2kB

2T3

nτme

⎛⎝⎜

⎞⎠⎟

Page 40: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Wiedemann-Franz Ratio

⎟⎟⎠

⎞⎜⎜⎝

⎛=

e

B

m

nTk τπκ3

22

⎟⎟⎠

⎞⎜⎜⎝

⎛=

em

ne

τσ 2

28

22

1045.23 κπ

σκ Ω×=⎟

⎠⎞⎜

⎝⎛= − W

e

k

TB

Fundamental Constants !

Cu: = 2.23 × 10-8 WΩ/κ2 (Good at low Temp)

Major Assumption: τthermal = τelectronic

Good @ very hi T & very low T

(not at intermediate T)

Page 41: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Wiedemann-Franz Ratio

⎟⎟⎠

⎞⎜⎜⎝

⎛=

e

B

m

nTk τπκ3

22

⎟⎟⎠

⎞⎜⎜⎝

⎛=

em

ne

τσ 2

28

22

1045.23 κπ

σκ Ω×=⎟

⎠⎞⎜

⎝⎛= − W

e

k

TB

Fundamental Constants !

Cu: = 2.23 × 10-8 WΩ/κ2 (Good at low Temp)

Major Assumption: τthermal = τelectronic

Good @ very hi T & very low T

(not at intermediate T)

Page 42: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Homework Problem 3 “rs”

Radius of sphere denoting volume perconduction electron

n=N/V=density of conduction electronsVN

≡1n=43πrs

3

rs =34πn

⎛⎝⎜

⎞⎠⎟1/3

In 3D

Defines rs

Page 43: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Homework Problem 3 “rs”

Radius of sphere denoting volume perconduction electron

n=N/V=density of conduction electronsVN

≡1n=43πrs

3

rs =34πn

⎛⎝⎜

⎞⎠⎟1/3

In 3D

Defines rs

Page 44: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Solid State Simulations

http://www.physics.cornell.edu/sss/

Go download these and play with them!

For this week, try the simulation “Drude”

Page 45: Last Time - Purdue Universityerica/545/Lecture07.pdf · Last Time Free electron model Density of states in 3D g~ ... t=εvn Heat current density ε = Energy per particle v = velocity

Today

Measuring the occupied density of states

Effective Mass

Electrical Conductivity

Thermal Conductivity

Wiedemann-Franz Ratio

Heat Capacity 3BTATC +=

Electrons Phonons