Concepedia

Dávid Péter Kovács

DP

16

Publications

1.7K

Citations

15

H-Index

2020

Active since

Affiliations

University of Cambridge(Current)

University of British Columbia

Newcastle University

Université Paris-Saclay

University of Warwick

Dávid Péter Kovács is an author at University of Cambridge specializing in engineering, chemistry, and computational chemistry.

Top concepts

EngineeringChemistryComputational ChemistryPhysicsBiophysicsMachine LearningMolecular DesignNatural SciencesQuantum ChemistryMolecular Dynamics

Publications per year

2020–2025

16

Publications

16

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 · 266 citations · Full text

Artificial Intelligence, Geometric Learning, Computational Science +14

A foundation model for atomistic materials chemistry

Ilyes Batatia, Philipp Benner, Yuan Chiang et al. · arXiv (Cornell University) · 2023 · 229 citations · Full text

Validation of the CoGEF Method as a Predictive Tool for Polymer Mechanochemistry

Isabel Klein, Corey C. Husic, Dávid Péter Kovács et al. · Journal of the American Chemical Society · 2020 · 219 citations

Engineering, Mechanical Engineering, Chemistry +25

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 · 152 citations · Full text

Engineering, Evaluate Mace, Mace Architecture +17

The design space of E(3)-equivariant atom-centred interatomic potentials

Ilyes Batatia, Simon Batzner, Dávid Péter Kovács et al. · Nature Machine Intelligence · 2025 · 118 citations · Full text

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