ICLR 2025 "physics-informed machine learning" Papers

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Boundary constrained Gaussian processes for robust physics-informed machine learning of linear partial differential equations

David Dalton, Alan Lazarus, Hao Gao et al.

ICLR 2025poster

Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout

Bharat Srikishan, Daniel O'Malley, Mohamed Mehana et al.

ICLR 2025posterarXiv:2503.10048