Benchmarking Universal Machine Learning Interatomic Potentials on Elemental Systems

Hossein Tahmasbi, Andreas Knüpfer, Thomas D. Kühne +1

The rapid emergence of universal Machine Learning Interatomic Potentials (uMLIPs) has transformed materials modeling. However, a comprehensive understanding of their generalization…