Machine Learning

Accelerating Green-Kubo heat transport simulations for quasi-1D systems using highly accurate machine-learned force fields

First-Principles Thermal Transport

Developing and applying computational methods to calculate thermal conductivity from first principles. This includes Green-Kubo molecular dynamics, Boltzmann Transport Equation …