John L. A. Gardner

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Multi Layer Perceptron

Train A Neural Network

Training Patterns

Top Venues

Mach. Learn. Sci. Technol.

Nat. Comput. Sci.

Publications

John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer
Synthetic pre-training for neural-network interatomic potentials. Mach. Learn. Sci. Technol. 5 (1) (2024)
Chiheb Ben Mahmoud, John L. A. Gardner, Volker L. Deringer
Data as the next challenge in atomistic machine learning. Nat. Comput. Sci. 4 (6) (2024)
John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer
Synthetic pre-training for neural-network interatomic potentials. CoRR (2023)
John L. A. Gardner, Zoé Faure Beaulieu, Volker L. Deringer
Synthetic data enable experiments in atomistic machine learning. CoRR (2022)