Regularity Priors for the Linear Atomic Cluster Expansion

James P. Darby, Joe D. Morrow, Albert P. Bartók +3

Machine-learned interatomic potentials enable large systems to be simulated for long time scales at near ab-initio accuracy. This accuracy is achieved by fitting extremely flexible…