Predicting lattice thermal conductivity from fundamental material properties using machine learning techniques

Abstract

The well-trained machine learning models successfully capture the inherent correlation between fundamental properties and thermal conductivity for different types of materials, providing powerful tool for advanced thermal materials screening.