Force field optimization by end-to-end differentiable atomistic simulation

Abhijeet S. Gangan, Samuel S. Schoenholz, Ekin Dogus Cubuk +2

The accuracy of atomistic simulations depends on the precision of force fields. Traditional numerical methods often struggle to optimize the empirical force field parameters for re…