Towards a Foundation Model for Partial Differential Equations Across Physics Domains

Eduardo Soares, Emilio Vital Brazil, Victor Shirasuna +2

We present PDE-FM, a modular foundation model for physics-informed machine learning that unifies spatial, spectral, and temporal reasoning across heterogeneous partial differential…