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Coherent behaviour in thermal transport Nonequilibrium approach F Xavier ` Alvarez, Andr´ es Cantarero, Carla de Tom´ as, Daniel oller, Aitor Lopeandia, Pablo Ferrando Universitat Autonoma de Barcelona (UAB). Physics Department Universitat de Valencia (UV) November 18, 2013

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Page 1: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

Coherent behaviour in thermal transportNonequilibrium approach

F Xavier Alvarez, Andres Cantarero, Carla de Tomas, DanielMoller, Aitor Lopeandia, Pablo Ferrando

Universitat Autonoma de Barcelona (UAB). Physics Department

Universitat de Valencia (UV)

November 18, 2013

Page 2: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Motivation

Motivation

Study the limits of classical approaches in thermal transportproblems

Understand the role of normal scattering and its relation withnonequilibrium

Determine the region where local equilibrium hypothesis isbroken.

Obtain an expression for thermal conductivity valid at allranges of sizes and temperature

Page 3: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Motivation

Motivation

It is difficult to fit (Si) thermal conductivity at all ranges of sizeand temperature.

x BulkPhys. Rev. 134, 4A A1058

Phys. Stat. Sol. C, 1(11) 1610

xx MicroscaleAppl. Phys. Lett. 71 (13), 1798

Appl. Phys. Lett. 84 (19), 3819

x NanoscaleAppl. Phys. Lett. 83, 2934

Page 4: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Motivation

Motivation

Proposal 1:Modification of DOS by confinement effectsPhys. Rev. B, 68, 113308 - Nano Lett., 3, 1713

DOS of 115nm wire is different from bulk (?)

Page 5: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Motivation

Motivation

Proposal 2:Modification of Dispersion Relations and velocitiesJ. Appl. Phys, 107, 08350 - J. Appl. Phys, 89, 2932

Double projection of velocity (?)

Page 6: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Boltzmann Transport Equation (BTE)

Boltzmann Transport Equation (BTE)

∂fq∂t

∣∣∣∣drift

=∂fq∂t

∣∣∣∣scatt

. (1)

����0

∂f

∂t+ ~vg · ∇f +���

�:0~a · ∇v f =

∂fq∂t

∣∣∣∣scatt

(2)

Page 7: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Boltzmann Transport Equation (BTE)

Equilibrium and local equilibrium forms

Equilibrium

f 0q =

1

e~ωq/kBT − 1, (3)

Out of equilibrium

fq ' f 0q +

f 0q (f 0

q + 1)

kBTΦq , (4)

Page 8: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Boltzmann Transport Equation (BTE)

Collisions

In Silicon we have Impurities or mass-defect, boundary andAnharminicity

q + q′ = q′′ + G, (5)

G = 0 (Non-resistive)

κ→∞

G <> 0 (Resistive)

κ <∞

Page 9: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Boltzmann Transport Equation (BTE)

Solutions of the BTE

The solution depends on the dominant scattering mechanismmResistive scattering dominant

fq =1

e~ωq/kB(T+δT ) − 1(6)

Φq = ~ωqδT

T. (7)

Normal scattering dominant

fq =1

e(~ωq−u·q)/kBT − 1(8)

Φq = u · q (9)

Page 10: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Variational Method and Entropy production

Variational method can be postulated from the second law

sq

kB= −fq ln fq + (fq + 1) ln(fq + 1) . (10)

Taking only linear terms in Φq

∂sq

∂t

∣∣∣∣scat

=Φq

T

∂fq∂t

∣∣∣∣scat

(11)

Macroscopically (Thermodynamically)

∂sq

∂t

∣∣∣∣drift

= jq · ∇(

1

T

)=

j2qκqT 2

(12)

Page 11: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Kinetic Regime

sq|scat=

Φq

T

∂fq∂t

∣∣∣∣scat

sq|drift=

j2qκqT 2

κq =j2q

TΦq∂fq∂t

∣∣∣scat

(13)

Page 12: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Collective Regime

stot|scat=

∫sq|scat

dq

stot|scat=

∫Φq

T

∂fq∂t

∣∣∣∣scat

dq

stot|drift=

j2tot

κT 2

stot|drift=

[∫~ωqvg f 0

q (f 0q + 1)

Φq

kBTdq]2

κT 2

κcoll =

[∫~ωqvg f 0

q (f 0q + 1)

Φq

kBTdq]2

T 2∫ Φq

T∂fq∂t

∣∣∣scat

dq(14)

Page 13: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Combination of regimes - Guyer Krumhansl model

Matrix treatment of operators

Df = Cf (15)

where D and C are respectively the drift and collision operators

D ≡ ~v · ∇ (16)

C ≡ N + R (17)

- In the collision term normal N and resistive R processes areseparated

Page 14: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Combined solution (Kinetic - Collective)

κ =1

3Cvc

2[〈τRB〉 (1− Σ) +

⟨τ−1R

⟩−1G (R)Σ

](18)

Σ =1

1 + 〈τN〉 / 〈τR〉(19)

with

〈α〉 =2

3kBT

∫τCvD(ω)dω∫CvD(ω)dω

(20)

Submitted - arXiv:1310.7127 [cond-mat.mes-hall]

Page 15: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Extended Irreversible Thermodynamics (EIT)

κ =1

3Cvc

2[〈τRB〉 (1− Σ) +

⟨τ−1R

⟩−1F (R)Σ

](21)

Inclusion of higher order fluxes (EIT) (T ,q,Q, . . . , , Jn)

∇T−1 − α1q + β1∇ ·Q = µ1q (22)

βn−1J(n−1) − αnJ

(n) + βn∇ · J(n+1) = µnJ(n). (23)

allow us to obtain a generalized function for the form factor F

F (Leff) =1

2π2

L2eff

`C `R

(√1 + 4π2

`C `RL2

eff

− 1

)(24)

for thin films Leff = W and for wires Leff = R/√

2.

Page 16: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Dispersion Relations and Density of states (D)

Lattice Dynamics. Bond Charge Model

Page 17: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Kinetic and Collective Regimes

Relaxation times (τ)

Non-Resistive

Type Expression

Normal τN = 1BNlow

T 3ω2[1−exp(−3T/ΘD)]+ 1

BNhighT

Resistive

Type Expression

Impurities τ−1I = π

6VΓω2Dω

Umklapp τU = exp(ΘU/T )BUω4T [1−exp(−3T/ΘD)]

Boundary τ−1B =

vgLeff

Parameters: BNlow,BNhigh

,BU

Page 18: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Comparison with data

Comparison with experimental values: Bulk

1

10

100

1000

10000

1 10 100 1000

Therm

al conductivity (

Wm

-1K

-1)

Temperature (K)

Theory Nat

Si28

SiKinCol

Experimental Nat

Si28

Si

BU (s3K−1) BNlow(sK−3) BNhigh

(s−1K−1)

2.8× 10−46 3.9× 10−23 4.0× 108

Page 19: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Comparison with data

Comparison with experimental values; Thin Films andNanowires

1

10

100

1000

10000

10 100 1000

Therm

al conductivity (

Wm

-1K

-1)

Temperature (K)

Theory TF 1.6µmTF 830nmTF 420nmTF 100nmTF 30nm

Experimental TF 1.6µmTF 830nmTF 420nmTF 100nmTF 30nm

1

10

100

1000

10 100 1000

Therm

al conductivity (

Wm

-1K

-1)

Temperature (K)

Theory NW 115nmNW 56nmNW 37nmNW 22nm

Experimental NW 115nmNW 56nmNW 37nmNW 22nm

Size effects added only by boundary term τ−1B =

vgLeff

Gold impurities not considered (J. E. Allen et al., Nat. Nanotechnol. 3, 168 (2008))

Roughness or specularity not included

Page 20: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Comparison with data

Comparison with experimental values

1

10

100

1000

10000

1 10 100 1000

Therm

al conductivity (

Wm

-1K

-1)

Temperature (K)

Theory Nat

Si28

Si

NW 115nm

NW 56nm

NW 37nm

NW 22nm

TF 1.6µm

TF 830nm

TF 100nm

TF 30nm

Experim Nat

Si28

Si

NW 115nm

NW 56nm

NW 37nm

NW 22nm

TF 1.6µm

TF 830nm

TF 100nm

TF 30nm

Page 21: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Extension for Nonequilibrium situations

Non steady-state situation

Guyer Krumhansl equation

τ∂~q

∂t+ ~q = −λ∇T + `C `N∇2~q (25)

Combined with energy conservation

cvdT

dt= −∇ · ~q (26)

gives a diffusion-wave equation

τ∂2T

∂t2+∂T

∂t= −ξ∇2T + α∇ · ∇2~q (27)

Page 22: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Extension for Nonequilibrium situations

Non steady-state situation

τ∂2T

∂t2+∂T

∂t= −ξ∇2T + α∇ · ∇2~q (28)

Wave front (∂2/∂t2 ∝ ∇2) on a diffusive media (∂/∂t ∝ ∇2)

Page 23: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Extension for Nonequilibrium situations

Conclusions

GK introduces new phenomenology through its kinetic tocollective transition. It can have implications in thermoelectricefficiency.

GK approach is more suitable to model transport phenomenawhen we are in a nonequilibrium state.

It can be improved by a more accurate calculation of therelaxation time calculations

It is a natural framework for energy transport through itswave-diffusive equation

For sizes lower than 20-30 nm, corrections are needed

Page 24: F Xavier Alvarez , Andr es Cantarero, Carla de Tom as, Daniel M oller, Aitor …pagines.uab.cat/xalvarez/sites/pagines.uab.cat.xalvarez/... · 2015-09-15 · Coherent behaviour in

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Coherent behaviour in thermal transport

Extension for Nonequilibrium situations

Collaborators

PhD StudentsCarla de Tomas, Daniel Moller

Statistical Physics Group at UABDavid Jou, Javier Bafaluy

Material Science at UABJavier Rodriguez, Aitor Lopeandia, Pablo Ferrando, Gemma Garcia

University of ValenciaAndres Cantarero

Thanks to: