Concepedia

Ilyes Batatia

IB

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Publications

11

Citations

1.1K

H-Index

11

Active since

2022

Affiliations

University of Cambridge(Current)

University of Warwick

University of Bayreuth

CSCS - Swiss National Supercomputing Centre

Fritz Haber Institute of the Max Planck Society

Ilyes Batatia is an author at University of Cambridge specializing in chemistry, computational chemistry, and natural sciences.

ORCID

Publications per year

2022–2025

11

Publications

11

MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

Ilyes Batatia, Dávid Péter Kovács, Gregor N. C. Simm et al. · arXiv (Cornell University) · 2022 · 287 citations · Full text

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A foundation model for atomistic materials chemistry

Ilyes Batatia, Philipp Benner, Yuan Chiang et al. · The Journal of Chemical Physics · 2025 · 187 citations · Full text

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Evaluation of the MACE force field architecture: From medicinal chemistry to materials science

Dávid Péter Kovács, Ilyes Batatia, Eszter Sára Arany et al. · The Journal of Chemical Physics · 2023 · 175 citations · Full text

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MACE-OFF: Short-Range Transferable Machine Learning Force Fields for Organic Molecules

Dávid Péter Kovács, J. Harry Moore, Nicholas J. Browning et al. · Journal of the American Chemical Society · 2025 · 160 citations · Full text

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The Design Space of E(3)-Equivariant Atom-Centered Interatomic Potentials

Ilyes Batatia, Simon Batzner, Dávid Péter Kovács et al. · arXiv (Cornell University) · 2022 · 101 citations · Full text

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