Refining Potential Energy Surface through Dynamical Properties via Differentiable Molecular Simulation

Bin Han, Kuang Yu

Recently, machine learning potentials (MLP) largely enhances the reliability of molecular dynamics, but its accuracy is limited by the underlying $\text{ab initio}$ methods. A vi…