DOI: 10.1039/d6fd00066e ISSN: 1359-6640

Active delta-learning for surface hopping: efficient fitting of potential energy surfaces

Mikołaj Martyka, Joanna Jankowska, Pavlo O. Dral

We combine active learning with Δ-learning into an end-to-end protocol for active delta-learning of potential energy surfaces for trajectory surface hopping dynamics.