Synthetic data enable experiments in atomistic machine learning. - John L. A. Gardner; Zoé Faure Beaulieu; Volker L. Deringer (CoRR, 2022)

Synthetic pre-training for neural-network interatomic potentials. - John L. A. Gardner; Kathryn T. Baker; Volker L. Deringer (Mach. Learn. Sci. Technol., 2024)

Data as the next challenge in atomistic machine learning. - Chiheb Ben Mahmoud; John L. A. Gardner; Volker L. Deringer (Nat. Comput. Sci., 2024)