Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations

Shagun Maheshwari, Zhengxian Tang, Janghoon Ock +3

Machine-learning force fields (MLFFs) have emerged as a promising solution for speeding up ab initio molecular dynamics (MD) simulations, where accurate force predictions are criti…