Towards Linearly Scaling and Chemically Accurate Global Machine Learning Force Fields for Large Molecules

Adil Kabylda, Valentin Vassilev-Galindo, Stefan Chmiela +2

Machine learning force fields (MLFFs) are gradually evolving towards enabling molecular dynamics simulations of molecules and materials with ab initio accuracy but at a small fract…