Unification of nonequilibrium molecular dynamics and the mode-resolved phonon Boltzmann equation for thermal transport simulations
Abstract
Nano-size confinement induces many intriguing non-Fourier heat conduction phenomena, such as nonlinear temperature gradients, temperature jumps near the contacts, and size-dependent thermal conductivity. Over the past decades, these effects have been studied and interpreted by nonequilibrium molecular dynamics (NEMD) and phonon Boltzmann transport equation (BTE) simulations separately, but no theory that unifies these two methods has ever been established. In this work, we unify these methods using a quantitative mode-level comparison and demonstrate that they are equivalent for various thermostats. We show that different thermostats result in different non-Fourier thermal transport characteristics due to the different mode-level phonon excitations inside the thermostats, which explains the different size-dependent thermal conductivities calculated using different reservoirs, even though they give the same bulk thermal conductivity. Specifically, the Langevin thermostat behaves like a thermalizing boundary in phonon BTE and provides mode-level thermal-equilibrium phonon outlets, while the Nose-Hoover chain thermostat and velocity rescaling method behave like biased reservoirs, which provide a spatially uniform heat generation and mode-level nonequilibrium phonon outlets. These findings explain why different experimental measurement methods can yield different size-dependent thermal conductivity. They also indicate that the thermal conductivity of materials can be tuned for various applications by specifically designing thermostats. Finally, themore »
- Authors:
-
- Shanghai Jiao Tong Univ., Shanghai (China)
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Energy and Transportation Science Division
- Aalto Univ. (Finland)
- Purdue Univ., West Lafayette, IN (United States)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE); National Natural Science Foundation of China (NSFC)
- OSTI Identifier:
- 1616819
- Alternate Identifier(s):
- OSTI ID: 1615955
- Grant/Contract Number:
- AC05-00OR22725; 51676121; 51706134; 11974059
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Physical Review B
- Additional Journal Information:
- Journal Volume: 101; Journal Issue: 15; Journal ID: ISSN 2469-9950
- Publisher:
- American Physical Society (APS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 75 CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY; ballistic transport; heat transfer; lattice thermal conductivity; phonons; nanostructures; thin films; Boltzmann theory; molecular dynamics
Citation Formats
Hu, Yue, Feng, Tianli, Gu, Xiaokun, Fan, Zheyong, Wang, Xufeng, Lundstrom, Mark, Shrestha, Som, and Bao, Hua. Unification of nonequilibrium molecular dynamics and the mode-resolved phonon Boltzmann equation for thermal transport simulations. United States: N. p., 2020.
Web. doi:10.1103/PhysRevB.101.155308.
Hu, Yue, Feng, Tianli, Gu, Xiaokun, Fan, Zheyong, Wang, Xufeng, Lundstrom, Mark, Shrestha, Som, & Bao, Hua. Unification of nonequilibrium molecular dynamics and the mode-resolved phonon Boltzmann equation for thermal transport simulations. United States. https://doi.org/10.1103/PhysRevB.101.155308
Hu, Yue, Feng, Tianli, Gu, Xiaokun, Fan, Zheyong, Wang, Xufeng, Lundstrom, Mark, Shrestha, Som, and Bao, Hua. Thu .
"Unification of nonequilibrium molecular dynamics and the mode-resolved phonon Boltzmann equation for thermal transport simulations". United States. https://doi.org/10.1103/PhysRevB.101.155308. https://www.osti.gov/servlets/purl/1616819.
@article{osti_1616819,
title = {Unification of nonequilibrium molecular dynamics and the mode-resolved phonon Boltzmann equation for thermal transport simulations},
author = {Hu, Yue and Feng, Tianli and Gu, Xiaokun and Fan, Zheyong and Wang, Xufeng and Lundstrom, Mark and Shrestha, Som and Bao, Hua},
abstractNote = {Nano-size confinement induces many intriguing non-Fourier heat conduction phenomena, such as nonlinear temperature gradients, temperature jumps near the contacts, and size-dependent thermal conductivity. Over the past decades, these effects have been studied and interpreted by nonequilibrium molecular dynamics (NEMD) and phonon Boltzmann transport equation (BTE) simulations separately, but no theory that unifies these two methods has ever been established. In this work, we unify these methods using a quantitative mode-level comparison and demonstrate that they are equivalent for various thermostats. We show that different thermostats result in different non-Fourier thermal transport characteristics due to the different mode-level phonon excitations inside the thermostats, which explains the different size-dependent thermal conductivities calculated using different reservoirs, even though they give the same bulk thermal conductivity. Specifically, the Langevin thermostat behaves like a thermalizing boundary in phonon BTE and provides mode-level thermal-equilibrium phonon outlets, while the Nose-Hoover chain thermostat and velocity rescaling method behave like biased reservoirs, which provide a spatially uniform heat generation and mode-level nonequilibrium phonon outlets. These findings explain why different experimental measurement methods can yield different size-dependent thermal conductivity. They also indicate that the thermal conductivity of materials can be tuned for various applications by specifically designing thermostats. Finally, the unification of NEMD and phonon BTE will largely facilitate the study of thermal transport in complex systems in the future by, e.g., replacing computationally unaffordable first-principles NEMD simulations with computationally less expensive spectral BTE simulations.},
doi = {10.1103/PhysRevB.101.155308},
journal = {Physical Review B},
number = 15,
volume = 101,
place = {United States},
year = {Thu Apr 23 00:00:00 EDT 2020},
month = {Thu Apr 23 00:00:00 EDT 2020}
}
Web of Science
Works referenced in this record:
Role of energy distribution in contacts on thermal transport in Si: A molecular dynamics study
journal, December 2016
- Dunn, Jonathan; Antillon, Edwin; Maassen, Jesse
- Journal of Applied Physics, Vol. 120, Issue 22
Intrinsic lattice thermal conductivity of semiconductors from first principles
journal, December 2007
- Broido, D. A.; Malorny, M.; Birner, G.
- Applied Physics Letters, Vol. 91, Issue 23
Finite-size effects on molecular dynamics interfacial thermal-resistance predictions
journal, August 2014
- Liang, Zhi; Keblinski, Pawel
- Physical Review B, Vol. 90, Issue 7
Conductance viewed as transmission
journal, March 1999
- Imry, Yoseph; Landauer, Rolf
- Reviews of Modern Physics, Vol. 71, Issue 2
Kapitza conductance of silicon–amorphous polyethylene interfaces by molecular dynamics simulations
journal, March 2009
- Hu, Ming; Keblinski, Pawel; Schelling, Patrick K.
- Physical Review B, Vol. 79, Issue 10
Heat transport in low-dimensional systems
journal, September 2008
- Dhar, Abhishek
- Advances in Physics, Vol. 57, Issue 5
Thermal Conductivity Calculation with the Molecular Dynamics Direct Method I: More Robust Simulations of Solid Materials
journal, October 2011
- Howell, P. C.
- Journal of Computational and Theoretical Nanoscience, Vol. 8, Issue 10
Semi-analytical solution to the frequency-dependent Boltzmann transport equation for cross-plane heat conduction in thin films
journal, May 2015
- Hua, Chengyun; Minnich, Austin J.
- Journal of Applied Physics, Vol. 117, Issue 17
Modeling quasi-ballistic transient thermal transport with spatially sinusoidal heating: A McKelvey-Shockley flux approach
journal, May 2017
- Abarbanel, Daniel; Maassen, Jesse
- Journal of Applied Physics, Vol. 121, Issue 20
Understanding the mechanism of diffuse phonon scattering at disordered surfaces by atomistic wave-packet investigation
journal, October 2018
- Shao, Cheng; Rong, Qingyuan; Li, Nianbei
- Physical Review B, Vol. 98, Issue 15
Length-dependent thermal conductivity in suspended single-layer graphene
journal, April 2014
- Xu, Xiangfan; Pereira, Luiz F. C.; Wang, Yu
- Nature Communications, Vol. 5, Issue 1
Full quantification of frequency-dependent interfacial thermal conductance contributed by two- and three-phonon scattering processes from nonequilibrium molecular dynamics simulations
journal, March 2017
- Zhou, Yanguang; Hu, Ming
- Physical Review B, Vol. 95, Issue 11
Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995
- Plimpton, Steve
- Journal of Computational Physics, Vol. 117, Issue 1
Role of anharmonic phonon scattering in the spectrally decomposed thermal conductance at planar interfaces
journal, October 2014
- Sääskilahti, K.; Oksanen, J.; Tulkki, J.
- Physical Review B, Vol. 90, Issue 13
Spectral analysis of nonequilibrium molecular dynamics: Spectral phonon temperature and local nonequilibrium in thin films and across interfaces
journal, May 2017
- Feng, Tianli; Yao, Wenjun; Wang, Zuyuan
- Physical Review B, Vol. 95, Issue 19
Reliability of Raman measurements of thermal conductivity of single-layer graphene due to selective electron-phonon coupling: A first-principles study
journal, March 2016
- Vallabhaneni, Ajit K.; Singh, Dhruv; Bao, Hua
- Physical Review B, Vol. 93, Issue 12
Thermal boundary resistance predictions from molecular dynamics simulations and theoretical calculations
journal, October 2009
- Landry, E. S.; McGaughey, A. J. H.
- Physical Review B, Vol. 80, Issue 16
Decompose the electron and phonon thermal transport of intermetallic compounds NiAl and Ni 3 Al by first-principles calculations
journal, February 2018
- Tong, Zhen; Bao, Hua
- International Journal of Heat and Mass Transfer, Vol. 117
Equivalence of the equilibrium and the nonequilibrium molecular dynamics methods for thermal conductivity calculations: From bulk to nanowire silicon
journal, March 2018
- Dong, Haikuan; Fan, Zheyong; Shi, Libin
- Physical Review B, Vol. 97, Issue 9
Phonon Dynamics at Surfaces and Interfaces and Its Implications in Energy Transport in Nanostructured Materials—An opinion Paper
journal, April 2015
- Li, Deyu; McGaughey, Alan J. H.
- Nanoscale and Microscale Thermophysical Engineering, Vol. 19, Issue 2
Molecular-dynamics calculation of the thermal conductivity of vitreous silica
journal, June 1999
- Jund, Philippe; Jullien, Rémi
- Physical Review B, Vol. 59, Issue 21
Thermal transport at the nanoscale: A Fourier's law vs. phonon Boltzmann equation study
journal, January 2017
- Kaiser, J.; Feng, T.; Maassen, J.
- Journal of Applied Physics, Vol. 121, Issue 4
Size effects in molecular dynamics thermal conductivity predictions
journal, June 2010
- Sellan, D. P.; Landry, E. S.; Turney, J. E.
- Physical Review B, Vol. 81, Issue 21
Molecular Dynamics Simulations of Heat Conduction in Nanostructures: Effect of Heat Bath
journal, July 2010
- Chen, Jie; Zhang, Gang; Li, Baowen
- Journal of the Physical Society of Japan, Vol. 79, Issue 7
Thermal Interface Conductance Between Aluminum and Silicon by Molecular Dynamics Simulations
journal, February 2015
- Yang, Nuo; Luo, Tengfei; Esfarjani, Keivan
- Journal of Computational and Theoretical Nanoscience, Vol. 12, Issue 2
Homogeneous NEMD algorithm for thermal conductivity—Application of non-canonical linear response theory
journal, October 1982
- Evans, Denis J.
- Physics Letters A, Vol. 91, Issue 9
A unified formulation of the constant temperature molecular dynamics methods
journal, July 1984
- Nosé, Shuichi
- The Journal of Chemical Physics, Vol. 81, Issue 1
Modeling ballistic effects in frequency-dependent transient thermal transport using diffusion equations
journal, March 2016
- Maassen, Jesse; Lundstrom, Mark
- Journal of Applied Physics, Vol. 119, Issue 9
Phonon transport in nanowires coated with an amorphous material: An atomistic Green’s function approach
journal, December 2003
- Mingo, N.; Yang, Liu
- Physical Review B, Vol. 68, Issue 24
Moment model and boundary conditions for energy transport in the phonon gas
journal, September 2013
- Fryer, Michael J.; Struchtrup, Henning
- Continuum Mechanics and Thermodynamics, Vol. 26, Issue 5
Computation of Sub-Micron Thermal Transport Using an Unstructured Finite Volume Method
journal, December 2002
- Murthy, J. Y.; Mathur, S. R.
- Journal of Heat Transfer, Vol. 124, Issue 6
Thermally and Molecularly Stimulated Relaxation of Hot Phonons in Suspended Carbon Nanotubes
journal, February 2006
- Mann, David; Pop, Eric; Cao, Jien
- The Journal of Physical Chemistry B, Vol. 110, Issue 4
Length-dependent thermal conductivity of single extended polymer chains
journal, September 2012
- Liu, Jun; Yang, Ronggui
- Physical Review B, Vol. 86, Issue 10
Anharmonic force constants extracted from first-principles molecular dynamics: applications to heat transfer simulations
journal, May 2014
- Tadano, T.; Gohda, Y.; Tsuneyuki, S.
- Journal of Physics: Condensed Matter, Vol. 26, Issue 22
Influence of thermostatting on nonequilibrium molecular dynamics simulations of heat conduction in solids
journal, December 2019
- Li, Zhen; Xiong, Shiyun; Sievers, Charles
- The Journal of Chemical Physics, Vol. 151, Issue 23
Nosé–Hoover chains: The canonical ensemble via continuous dynamics
journal, August 1992
- Martyna, Glenn J.; Klein, Michael L.; Tuckerman, Mark
- The Journal of Chemical Physics, Vol. 97, Issue 4
Modeling solid-state chemistry: Interatomic potentials for multicomponent systems
journal, March 1989
- Tersoff, J.
- Physical Review B, Vol. 39, Issue 8
Effect of Phonon Dispersion on Thermal Conduction Across Si/Ge Interfaces
journal, October 2011
- Singh, Dhruv; Murthy, Jayathi Y.; Fisher, Timothy S.
- Journal of Heat Transfer, Vol. 133, Issue 12
Heat Flux for Many-Body Interactions: Corrections to LAMMPS
journal, August 2019
- Boone, Paul; Babaei, Hasan; Wilmer, Christopher E.
- Journal of Chemical Theory and Computation, Vol. 15, Issue 10
Predicting phonon properties and thermal conductivity from anharmonic lattice dynamics calculations and molecular dynamics simulations
journal, February 2009
- Turney, J. E.; Landry, E. S.; McGaughey, A. J. H.
- Physical Review B, Vol. 79, Issue 6
Nanoscale thermal transport. II. 2003–2012
journal, March 2014
- Cahill, David G.; Braun, Paul V.; Chen, Gang
- Applied Physics Reviews, Vol. 1, Issue 1
Unexpected high inelastic phonon transport across solid-solid interface: Modal nonequilibrium molecular dynamics simulations and Landauer analysis
journal, January 2019
- Feng, Tianli; Zhong, Yang; Shi, Jingjing
- Physical Review B, Vol. 99, Issue 4
A Review of Thermal Transport in Low-Dimensional Materials Under External Perturbation: Effect of Strain, Substrate, and Clustering
journal, January 2017
- Shao, Cheng; Yu, Xiaoxiang; Yang, Nuo
- Nanoscale and Microscale Thermophysical Engineering, Vol. 21, Issue 4
Molecular Dynamics Study of Solid Thin-Film Thermal Conductivity
journal, March 2000
- Lukes, J. R.; Li, D. Y.; Liang, X. -G.
- Journal of Heat Transfer, Vol. 122, Issue 3
Non-equilibrium molecular dynamics calculation of heat conduction in liquid and through liquid-gas interface
journal, February 1994
- Ikeshoji, Tamio; Hafskjold, Bjørn
- Molecular Physics, Vol. 81, Issue 2
Resolving different scattering effects on the thermal and electrical transport in doped SnSe
journal, July 2019
- Li, Shouhang; Tong, Zhen; Bao, Hua
- Journal of Applied Physics, Vol. 126, Issue 2
Application of atomic stress to compute heat flux via molecular dynamics for systems with many-body interactions
journal, May 2019
- Surblys, Donatas; Matsubara, Hiroki; Kikugawa, Gota
- Physical Review E, Vol. 99, Issue 5
Submicron Heat Transport Model in Silicon Accounting for Phonon Dispersion and Polarization
journal, December 2004
- Narumanchi, Sreekant V. J.; Murthy, Jayathi Y.; Amon, Cristina H.
- Journal of Heat Transfer, Vol. 126, Issue 6
Simulation of thermal conductivity and heat transport in solids
journal, February 1999
- Oligschleger, C.; Schön, J. C.
- Physical Review B, Vol. 59, Issue 6
Molecular dynamics simulation of thermal energy transport in polydimethylsiloxane
journal, April 2011
- Luo, Tengfei; Esfarjani, Keivan; Shiomi, Junichiro
- Journal of Applied Physics, Vol. 109, Issue 7
Effect of the accuracy of interatomic force constants on the prediction of lattice thermal conductivity
journal, October 2017
- Xie, Han; Gu, Xiaokun; Bao, Hua
- Computational Materials Science, Vol. 138
Canonical dynamics: Equilibrium phase-space distributions
journal, March 1985
- Hoover, William G.
- Physical Review A, Vol. 31, Issue 3
Quantitative validation of the Boltzmann transport equation phonon thermal conductivity model under the single-mode relaxation time approximation
journal, March 2004
- McGaughey, A. J. H.; Kaviany, M.
- Physical Review B, Vol. 69, Issue 9
Tuning the thermal conductivity of polymers with mechanical strains
journal, May 2010
- Liu, Jun; Yang, Ronggui
- Physical Review B, Vol. 81, Issue 17
Enhanced thermal conduction and influence of interfacial resistance within flexible high aspect ratio copper nanowire/polymer composites
journal, May 2017
- Rai, Amit; Moore, Arden L.
- Composites Science and Technology, Vol. 144
Transient ballistic and diffusive phonon heat transport in thin films
journal, July 1993
- Joshi, A. A.; Majumdar, A.
- Journal of Applied Physics, Vol. 74, Issue 1
Comparison of atomic-level simulation methods for computing thermal conductivity
journal, April 2002
- Schelling, Patrick K.; Phillpot, Simon R.; Keblinski, Pawel
- Physical Review B, Vol. 65, Issue 14
Dual-wavelength flash Raman mapping method for measuring thermal diffusivity of suspended 2D nanomaterials
journal, November 2019
- Fan, Aoran; Hu, Yudong; Wang, Haidong
- International Journal of Heat and Mass Transfer, Vol. 143
Molecular-dynamics simulation of thermal conductivity of silicon crystals
journal, January 2000
- Volz, Sebastian G.; Chen, Gang
- Physical Review B, Vol. 61, Issue 4
Impacts of potential models on calculating the thermal conductivity of graphene using non-equilibrium molecular dynamics simulations
journal, April 2017
- Si, Chao; Wang, Xiao-Dong; Fan, Zhen
- International Journal of Heat and Mass Transfer, Vol. 107
Frequency-dependent phonon mean free path in carbon nanotubes from nonequilibrium molecular dynamics
journal, March 2015
- Sääskilahti, K.; Oksanen, J.; Volz, S.
- Physical Review B, Vol. 91, Issue 11
Nanoscale thermal transport
journal, January 2003
- Cahill, David G.; Ford, Wayne K.; Goodson, Kenneth E.
- Journal of Applied Physics, Vol. 93, Issue 2, p. 793-818
Microscale Heat Conduction in Dielectric Thin Films
journal, February 1993
- Majumdar, A.
- Journal of Heat Transfer, Vol. 115, Issue 1