A review of simulation methods in micro/nanoscale heat conduction

H Bao, J Chen, X Gu, B Cao - ES Energy & Environment, 2018 - espublisher.com
Significant progress has been made in the past two decades about the micro/nanoscale
heat conduction. Many computational methods have been developed to accommodate the …

An updated review on working fluids, operation mechanisms, and applications of pulsating heat pipes

Y Xu, Y Xue, H Qi, W Cai - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Global demands for sustainable energy are rising rapidly due to the ever-increasing energy
crisis. Efficient energy management is one of the feasible methods to solve the existing …

Physics-informed neural networks for solving multiscale mode-resolved phonon Boltzmann transport equation

R Li, E Lee, T Luo - Materials Today Physics, 2021 - Elsevier
Boltzmann transport equation (BTE) is an ideal tool to describe the multiscale phonon
transport phenomena, which are critical to applications like microelectronics cooling …

Physics-informed deep learning for solving phonon Boltzmann transport equation with large temperature non-equilibrium

R Li, JX Wang, E Lee, T Luo - npj Computational Materials, 2022 - nature.com
Phonon Boltzmann transport equation (BTE) is a key tool for modeling multiscale phonon
transport, which is critical to the thermal management of miniaturized integrated circuits, but …

Physics-informed deep learning for solving coupled electron and phonon Boltzmann transport equations

R Li, E Lee, T Luo - Physical Review Applied, 2023 - APS
Electron-phonon (e-ph) coupling and transport are ubiquitous in modern electronic devices.
The coupled electron and phonon Boltzmann transport equations (BTEs) hold great …

An implicit kinetic scheme for multiscale heat transfer problem accounting for phonon dispersion and polarization

C Zhang, Z Guo, S Chen - International Journal of Heat and Mass Transfer, 2019 - Elsevier
An efficient implicit kinetic scheme is developed to solve the stationary phonon Boltzmann
transport equation (BTE) based on the non-gray model with the consideration of phonon …

Discrete unified gas kinetic scheme for multiscale heat transfer with arbitrary temperature difference

C Zhang, Z Guo - International Journal of Heat and Mass Transfer, 2019 - Elsevier
In this paper, a finite-volume discrete unified gas kinetic scheme (DUGKS) based on the non-
gray phonon transport model is developed for multiscale heat transfer problem with arbitrary …

Acceleration strategy of source iteration method for the stationary phonon Boltzmann transport equation

C Zhang, S Huberman, X Song, J Zhao, S Chen… - International Journal of …, 2023 - Elsevier
Mesoscopic numerical simulation has become an important tool in thermal management
and energy harvesting at the micro/nano scale, where the Fourier's law failed. However, it is …

Ballistic-diffusive heat conduction in thin films by phonon Monte Carlo method: Gray medium approximation versus phonon dispersion

HL Li, J Shiomi, BY Cao - Journal of Heat Transfer, 2020 - asmedigitalcollection.asme.org
The gray medium approximation treating all phonons with an averaged and representative
mean-free-path (MFP) is an often used method in analyzing ballistic-diffusive heat …

A review of computational phononics: the bulk, interfaces, and surfaces

F VanGessel, J Peng, PW Chung - Journal of materials science, 2018 - Springer
Broad-based interest in microscale heat transport in novel materials, engineered phononic
materials, metamaterials, and their relevant systems has created significant demand for …