Perspective: Predicting and optimizing thermal transport properties with machine learning methods

Author:

Wei Han,Bao Hua,Ruan Xiulin

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,General Energy,Engineering (miscellaneous)

Reference188 articles.

1. Nanoscale energy transport and conversion: a parallel treatment of electrons, molecules, phonons, and photons;Chen,2005

2. Enhancement of the thermoelectric properties in nanoscale and nanostructured materials;Szczech;J Mater Chem,2011

3. Nanoscale heat transfer – from computation to experiment;Luo;Phys Chem Chem Phys,2013

4. Survey of ab initio phonon thermal transport;Lindsay;Mater Today Phys,2018

5. Perspective on multi-scale simulation of thermal transport in solids and interfaces;Hu;Phys Chem Chem Phys,2021

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