Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties

Shaswat Mohanty, Yifan Wang, Wei Cai

Machine-learned force fields (MLFFs) promise to offer a computationally efficient alternative to ab initio simulations for complex molecular systems. However, ensuring their genera…