The Good, the Bad, and the Ugly of Atomistic Learning for "Clusters-to-Bulk" Generalization

Mikołaj J. Gawkowski, Mingjia Li, Benjamin X. Shi +1

Training machine learning interatomic potentials (MLIPs) on total energies of molecular clusters using differential or transfer learning is becoming a popular route to extend the a…