Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators

Sanjeev Raja, Ishan Amin, Fabian Pedregosa +1

Machine learning force fields (MLFFs) are an attractive alternative to ab-initio methods for molecular dynamics (MD) simulations. However, they can produce unstable simulations, li…