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Title: Monte-Carlo modeling of phonon thermal transport using DFT-based anisotropic dispersion relations over the full Brillouin zone

Abstract

In this work, we present a Monte Carlo (MC) approach to solve the phonon Boltzmann transport equation (BTE) in which the anisotropic phonon dispersion relations over the full Brillouin zone (BZ) are used. In this approach, the discretization of the BZ used to compute the phonon relaxation time places constraints on the direction of scattered phonons in the real-space simulation domain. The phonon dispersion and phonon relaxation times are calculated using the density functional theory (DFT) approach. The modified MC approach is validated by a close examination of its ability to simulate phonon transport in both the ballistic and diffusive regimes for multiple materials including GaAs, InAs, ThO2, and α-U. In doing so, the phonon thermal conductivities from 100 K to 1000 K are calculated and compared with traditional non-transport solution of the phonon BTE. It is found that the phonon thermal conductivities of α-U and ThO2 obtained from MC simulations using isotropic dispersion are larger than the values obtained using anisotropic phonon dispersion relations over the full BZ. The effect of phonon-defect scattering on the thermal conductivity of ThO2 is also studied as an application of the current MC approach and found to agree with previously computed values inmore » the literature. The MC solver developed here has been parallelized as a step to demonstrate its potential to solving computationally intensive phonon thermal transport problems at the mesoscale.« less

Authors:
 [1];  [1];  [1]
  1. Purdue Univ., West Lafayette, IN (United States)
Publication Date:
Research Org.:
Energy Frontier Research Centers (EFRC) (United States). Center for Thermal Energy Transport under Irradiation (TETI)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
OSTI Identifier:
1981585
Resource Type:
Accepted Manuscript
Journal Name:
Computational Materials Science
Additional Journal Information:
Journal Volume: 211; Journal Issue: C; Journal ID: ISSN 0927-0256
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
36 MATERIALS SCIENCE; materials science; Monte Carlo method; Boltzmann transport equation; anisotropic phonon dispersion; density functional theory; defects

Citation Formats

Peng, Jie, Deskins, W. Ryan, and El-Azab, Anter. Monte-Carlo modeling of phonon thermal transport using DFT-based anisotropic dispersion relations over the full Brillouin zone. United States: N. p., 2022. Web. doi:10.1016/j.commatsci.2022.111528.
Peng, Jie, Deskins, W. Ryan, & El-Azab, Anter. Monte-Carlo modeling of phonon thermal transport using DFT-based anisotropic dispersion relations over the full Brillouin zone. United States. https://doi.org/10.1016/j.commatsci.2022.111528
Peng, Jie, Deskins, W. Ryan, and El-Azab, Anter. Sat . "Monte-Carlo modeling of phonon thermal transport using DFT-based anisotropic dispersion relations over the full Brillouin zone". United States. https://doi.org/10.1016/j.commatsci.2022.111528. https://www.osti.gov/servlets/purl/1981585.
@article{osti_1981585,
title = {Monte-Carlo modeling of phonon thermal transport using DFT-based anisotropic dispersion relations over the full Brillouin zone},
author = {Peng, Jie and Deskins, W. Ryan and El-Azab, Anter},
abstractNote = {In this work, we present a Monte Carlo (MC) approach to solve the phonon Boltzmann transport equation (BTE) in which the anisotropic phonon dispersion relations over the full Brillouin zone (BZ) are used. In this approach, the discretization of the BZ used to compute the phonon relaxation time places constraints on the direction of scattered phonons in the real-space simulation domain. The phonon dispersion and phonon relaxation times are calculated using the density functional theory (DFT) approach. The modified MC approach is validated by a close examination of its ability to simulate phonon transport in both the ballistic and diffusive regimes for multiple materials including GaAs, InAs, ThO2, and α-U. In doing so, the phonon thermal conductivities from 100 K to 1000 K are calculated and compared with traditional non-transport solution of the phonon BTE. It is found that the phonon thermal conductivities of α-U and ThO2 obtained from MC simulations using isotropic dispersion are larger than the values obtained using anisotropic phonon dispersion relations over the full BZ. The effect of phonon-defect scattering on the thermal conductivity of ThO2 is also studied as an application of the current MC approach and found to agree with previously computed values in the literature. The MC solver developed here has been parallelized as a step to demonstrate its potential to solving computationally intensive phonon thermal transport problems at the mesoscale.},
doi = {10.1016/j.commatsci.2022.111528},
journal = {Computational Materials Science},
number = C,
volume = 211,
place = {United States},
year = {Sat May 21 00:00:00 EDT 2022},
month = {Sat May 21 00:00:00 EDT 2022}
}

Works referenced in this record:

Thermal Energy Transport in Oxide Nuclear Fuel
journal, December 2021


Generalized Gradient Approximation Made Simple
journal, October 1996

  • Perdew, John P.; Burke, Kieron; Ernzerhof, Matthias
  • Physical Review Letters, Vol. 77, Issue 18, p. 3865-3868
  • DOI: 10.1103/PhysRevLett.77.3865

Monte Carlo Study of Phonon Transport in Solid Thin Films Including Dispersion and Polarization
journal, January 2001

  • Mazumder, Sandip; Majumdar, Arunava
  • Journal of Heat Transfer, Vol. 123, Issue 4
  • DOI: 10.1115/1.1377018

ShengBTE: A solver of the Boltzmann transport equation for phonons
journal, June 2014

  • Li, Wu; Carrete, Jesús; A. Katcho, Nebil
  • Computer Physics Communications, Vol. 185, Issue 6
  • DOI: 10.1016/j.cpc.2014.02.015

Multiscale modeling of thermal conductivity of high burnup structures in UO2 fuels
journal, March 2016


Phonon Scattering and Thermal Conductivity of Actinide Oxides with Defects
journal, March 2020

  • Mitchell, Katherine; Park, Jungkyu; Resnick, Alex
  • Applied Sciences, Vol. 10, Issue 5
  • DOI: 10.3390/app10051860

Sensitivity of thermal transport in thorium dioxide to defects
journal, June 2018


Manipulation of Phonon Transport in Thermoelectrics
journal, February 2018

  • Chen, Zhiwei; Zhang, Xinyue; Pei, Yanzhong
  • Advanced Materials, Vol. 30, Issue 17
  • DOI: 10.1002/adma.201705617

Promising thermoelectric properties and anisotropic electrical and thermal transport of monolayer SnTe
journal, February 2019

  • Li, Y.; Wu, M. N.; Ding, T.
  • Applied Physics Letters, Vol. 114, Issue 8
  • DOI: 10.1063/1.5085255

Thermal transport study in actinide oxides with point defects
journal, August 2019

  • Resnick, Alex; Mitchell, Katherine; Park, Jungkyu
  • Nuclear Engineering and Technology, Vol. 51, Issue 5
  • DOI: 10.1016/j.net.2019.03.011

The Scattering of Low-Frequency Lattice Waves by Static Imperfections
journal, December 1955


Minimum thermal conductivity in the context of diffuson -mediated thermal transport
journal, January 2018

  • Agne, Matthias T.; Hanus, Riley; Snyder, G. Jeffrey
  • Energy & Environmental Science, Vol. 11, Issue 3
  • DOI: 10.1039/C7EE03256K

Monte Carlo transient phonon transport in silicon and germanium at nanoscales
journal, August 2005


Mesoscale modeling of phononic thermal conductivity of porous Si: interplay between porosity, morphology and surface roughness
journal, February 2012

  • Romano, Giuseppe; Di Carlo, Aldo; Grossman, Jeffrey C.
  • Journal of Computational Electronics, Vol. 11, Issue 1
  • DOI: 10.1007/s10825-012-0390-2

Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
journal, October 1996


First principles phonon calculations in materials science
journal, November 2015


From ultrasoft pseudopotentials to the projector augmented-wave method
journal, January 1999


Thermal conductivity of α -U with point defects
journal, November 2021

  • Peng, Jie; Deskins, W. Ryan; Malakkal, Linu
  • Journal of Applied Physics, Vol. 130, Issue 18
  • DOI: 10.1063/5.0064259

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
  • DOI: 10.1115/1.1833367

First-principle-based full-dispersion Monte Carlo simulation of the anisotropic phonon transport in the wurtzite GaN thin film
journal, April 2016

  • Wu, Ruikang; Hu, Run; Luo, Xiaobing
  • Journal of Applied Physics, Vol. 119, Issue 14
  • DOI: 10.1063/1.4945776

Direct Simulation of Phonon-Mediated Heat Transfer in a Debye Crystal
journal, November 1994


Thermal Transport in Off-Stoichiometric Uranium Dioxide by Atomic Level Simulation
journal, April 2009

  • Watanabe, Taku; Srivilliputhur, Srinivasan G.; Schelling, Patrick K.
  • Journal of the American Ceramic Society, Vol. 92, Issue 4
  • DOI: 10.1111/j.1551-2916.2009.02966.x

Efficient simulation of multidimensional phonon transport using energy-based variance-reduced Monte Carlo formulations
journal, November 2011


Variance reduction for Monte Carlo solutions of the Boltzmann equation
journal, May 2005

  • Baker, Lowell L.; Hadjiconstantinou, Nicolas G.
  • Physics of Fluids, Vol. 17, Issue 5
  • DOI: 10.1063/1.1899210

Thermal conductivity of ThO 2 : Effect of point defect disorder
journal, February 2021

  • Deskins, W. Ryan; Hamed, Ahmed; Kumagai, Tomohisa
  • Journal of Applied Physics, Vol. 129, Issue 7
  • DOI: 10.1063/5.0038117

Finite volume method for radiation heat transfer
journal, July 1994

  • Chai, John C.; Lee, HaeOk S.; Patankar, Suhas V.
  • Journal of Thermophysics and Heat Transfer, Vol. 8, Issue 3
  • DOI: 10.2514/3.559

The effect of phonon anisotropic scattering on the thermal conductivity of silicon thin films at 300K and 400K
journal, January 2016


An alternative approach to efficient simulation of micro/nanoscale phonon transport
journal, October 2012

  • Péraud, Jean-Philippe M.; Hadjiconstantinou, Nicolas G.
  • Applied Physics Letters, Vol. 101, Issue 15
  • DOI: 10.1063/1.4757607

Inelastic neutron scattering investigation of the lattice dynamics of ThO2 and CeO2
journal, January 1987

  • Clausen, Kurt; Hayes, William; Macdonald, J. Emyr
  • Journal of the Chemical Society, Faraday Transactions 2, Vol. 83, Issue 7
  • DOI: 10.1039/f29878301109

Monte Carlo simulation of phonon transport in UO 2 single crystals
journal, February 2013


Heat Conduction in Nanostructured Materials Predicted by Phonon Bulk Mean Free Path Distribution
journal, July 2015

  • Romano, Giuseppe; Grossman, Jeffrey C.
  • Journal of Heat Transfer, Vol. 137, Issue 7
  • DOI: 10.1115/1.4029775

Anharmonic thermal resistivity of dielectric crystals at low temperatures
journal, September 1993


MCBTE: A variance-reduced Monte Carlo solution of the linearized Boltzmann transport equation for phonons
journal, August 2021

  • Pathak, Abhishek; Pawnday, Avinash; Roy, Aditya Prasad
  • Computer Physics Communications, Vol. 265
  • DOI: 10.1016/j.cpc.2021.108003

Phonon dispersion in uranium measured using inelastic x-ray scattering
journal, February 2003


Ballistic-Diffusive Heat Conduction in Thin Films by Phonon Monte Carlo Method: Gray Medium Approximation Versus Phonon Dispersion
journal, September 2020

  • Li, Han-Ling; Shiomi, Junichiro; Cao, Bing-Yang
  • Journal of Heat Transfer, Vol. 142, Issue 11
  • DOI: 10.1115/1.4048093

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
  • DOI: 10.1063/1.1524305