CrysGraphFormer: an equivariant graph transformer for prediction of lattice thermal conductivity with interpretability

Abstract

To address the challenges of high error rates and poor generalization in current deep learning models for predicting lattice thermal conductivity (LTC), we introduce CrysGraphFormer, an innovative equivariant crystal graph...