Inferring the dynamics of glass-forming liquids from static structure across thermal states

Hidemasa Bessho, Takeshi Kawasaki, Hayato Shiba

In this study, we demonstrate the generalizability of graph neural networks in predicting the dynamic heterogeneity of model glass-forming liquids across different temperatures. Wh…