A Geometric Insight into Equivariant Message Passing Neural Networks on Riemannian Manifolds - researchr publication related

researchr

You are not signed in
Sign in
Sign up

Ilyes Batatia. A Geometric Insight into Equivariant Message Passing Neural Networks on Riemannian Manifolds. In Timothy Doster, Tegan Emerson, Henry Kvinge, Nina Miolane, Mathilde Papillon, Bastian Rieck, Sophia Sanborn, editors, Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA. Volume 221 of Proceedings of Machine Learning Research, pages 426-436, PMLR, 2023. [doi]

The following publications are possibly variants of this publication:

MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force FieldsIlyes Batatia, Dávid Péter Kovács, Gregor N. C. Simm, Christoph Ortner, Gábor Csányi. nips 2022: [doi]

runs on WebDSL