Ultra-fast interpretable machine-learning potentials

Stephen R. Xie, Matthias Rupp, Richard G. Hennig

All-atom dynamics simulations are an indispensable quantitative tool in physics, chemistry, and materials science, but large systems and long simulation times remain challenging du…