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John L. A. Gardner

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Journal Articles

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2024
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John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer:
Synthetic pre-training for neural-network interatomic potentials. Mach. Learn. Sci. Technol. 5(1): 15003 (2024)
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Chiheb Ben Mahmoud, John L. A. Gardner, Volker L. Deringer:
Data as the next challenge in atomistic machine learning. Nat. Comput. Sci. 4(6): 384-387 (2024)

Informal and Other Publications

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2023
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  - journals/corr/abs-2307-15714
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John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer:
Synthetic pre-training for neural-network interatomic potentials. CoRR abs/2307.15714 (2023)
2022
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John L. A. Gardner, Zoé Faure Beaulieu, Volker L. Deringer:
Synthetic data enable experiments in atomistic machine learning. CoRR abs/2211.16443 (2022)

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