Can Machine Learning Potentials Be More Accurate Than the Methods They Are Trained On?

Pavlo O. Dral, Yi-Fan Hou, Yuxinxin Chen +4

Although machine learning potentials (MLPs) generalize across configurational and chemical compound spaces, their accuracy is commonly believed to be limited by their training meth…