Origins of Universal Machine Learning Force-Field Errors in Multicomponent Materials

Hongwei Du, Dingyang Lv, Baole Wei +11

Universal machine learning force-field generalization to multicomponent environments generated by compositional design remains insufficiently assessed. We construct a benchmark of…