Building machine learning force fields for nanoclusters

Claudio Zeni, Kevin Rossi, Aldo Glielmo +4

We assess Gaussian process (GP) regression as a technique to model interatomic forces in metal nanoclusters by analysing the performance of 2-body, 3-body and many-body kernel func…