Physically Interpretable Interatomic Potentials via Symbolic Regression and Reinforcement Learning

Bilvin Varughese, Troy D. Loeffler, Suvo Banik +9

The development of next-generation molecular simulation models requires moving beyond pre-defined functional forms toward machine learning (ML) techniques that directly capture mul…