The design space of E(3)-equivariant atom-centred interatomic potentialsIlyes Batatia, Gábor Cśanyi, Dávid Péter Kovács et al.|Nature Machine Intelligence|2025Cited by 153
Boost invariant polynomials for efficient jet taggingJose M. Muñoz, Christoph Ortner, Ilyes Batatia|Machine Learning Science and Technology|2022Cited by 10
Graph neural networks for strut-based architected solidsIvan Grega, V.S. Deshpande, Padmeya P. Indurkar et al.|Journal of the Mechanics and Physics of Solids|2024Cited by 4
Equivariant Matrix Function Neural NetworksIlyes Batatia, Felix A. Faber, Lars L. Schaaf et al.|arXiv (Cornell University)|2023Cited by 3
BIP: Boost Invariant Polynomials for Efficient Jet TaggingJose M. Muñoz, Christoph Ortner, Ilyes Batatia|arXiv (Cornell University)|2022Cited by 1