Author

Seán R. Kavanagh

Department of Materials, Imperial College London. Department of Chemistry, University College London. Thomas Young Centre.

h-index 22 Homepage View on Semantic Scholar

We have 1 of 74 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Jul 2026

Fast and Accurate Foundation Models for Equivariant Machine-Learned Interatomic Potentials

The limits of equivariant MLIPs are examined, and a family of foundation potentials in the NequIP and Allegro equivariant MLIP architectures are presented which achieve leading inference speeds and strong scalability as well as excellent accuracies across a range of community benchmarks.

Seán R. Kavanagh, Chuin Wei Tan, Menghang Wang et al. · 0 citations