Multi-head committees enable direct uncertainty prediction for atomistic foundation models

Hubert Beck, Pavol Simko, Lars L. Schaaf +2

Machine learning potentials have become a standard tool for atomistic materials modelling. While models continue to become more generalisable, an open challenge relates to efficien…