Dataset-aware entropy-maximized active learning for machine-learned interatomic potentials

Meiyan Wang, Rishi Rao, Li Zhu

We present an active learning framework for efficiently generating training data for machine-learned interatomic potentials (MLIPs). The method combines local entropy-driven molecu…