Machine learning force fields: Construction, validation, and outlook

Venkatesh Botu, Rohit Batra, James Chapman +1

Force fields developed with machine learning methods in tandem with quantum mechanics are beginning to find merit, given their (i) low cost, (ii) accuracy, and (iii) versatility. R…