Machine Learning of Accurate Energy-Conserving Molecular Force Fields

Stefan Chmiela, Alexandre Tkatchenko, Huziel E. Sauceda +3

Using conservation of energy - a fundamental property of closed classical and quantum mechanical systems - we develop an efficient gradient-domain machine learning (GDML) approach…