Benchmarking machine-learning interatomic potentials using classical force fields

Johannes Sandberg, Geneviève Dusson, Julien Lam

We propose a rational comparison between several well-known machine-learning interatomic potentials (linear atomic cluster expansion, the Behler-Parrinello high-dimensional neural…