Discovering the Building Blocks of Atomic Systems using Machine Learning

Conrad W. Rosenbrock, Eric R. Homer, Gábor Csányi +1

Machine learning has proven to be a valuable tool to approximate functions in high-dimensional spaces. Unfortunately, analysis of these models to extract the relevant physics is ne…