How close are the classical two-body potentials to ab initio calculations? Insights from linear machine learning based force matching

Zheng Yu, Ajay Annamareddy, Dane Morgan +1

In this work, we propose a linear machine learning force matching approach that can directly extract pair atomic interactions from ab initio calculations in amorphous structures. T…