Are Foundational Atomistic Models Reliable for Finite-Temperature Molecular Dynamics?

Denan Li, Jiyuan Yang, Xiangkai Chen +2

Machine learning force fields have emerged as promising tools for molecular dynamics (MD) simulations, potentially offering quantum-mechanical accuracy with the efficiency of class…