Andreichev, Valerii https://orcid.org/0000-0003-2071-2964
Aydin, Sena https://orcid.org/0000-0002-7020-5496
Töpfer, Kai https://orcid.org/0000-0002-4650-9641
Meuwly, Markus https://orcid.org/0000-0001-7930-8806
Vazquez-Salazar, Luis Itza https://orcid.org/0000-0001-6347-5108
Funding for this research was provided by:
Volkswagen Foundation (Momentum)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (200020_219779)
Article Title: Design, assessment, and application of machine learning potential energy surfaces
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2026 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-11-14
Date Accepted: 2026-02-18
Online publication date: 2026-03-13