Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials

Viktor Zaverkin, David Holzmüller, Henrik Christiansen +5

Efficiently creating a concise but comprehensive data set for training machine-learned interatomic potentials (MLIPs) is an under-explored problem. Active learning, which uses bias…