Multi-scale Physical Representations for Approximating PDE Solutions with Graph Neural Operators

Léon Migus, Yuan Yin, Jocelyn Ahmed Mazari, Patrick Gallinari. Multi-scale Physical Representations for Approximating PDE Solutions with Graph Neural Operators. In Alexander Cloninger, Timothy Doster, Tegan Emerson, Manohar Kaul, Ira Ktena, Henry Kvinge, Nina Miolane, Bastian Rice, Sarah Tymochko, Guy Wolf, editors, Topological, Algebraic and Geometric Learning Workshops 2022, 25-22 July 2022, Virtual. Volume 196 of Proceedings of Machine Learning Research, pages 332-339, PMLR, 2022. [doi]

Abstract

Abstract is missing.