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2025 ICML ICML 2025

Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yunfei Huang, David S. Greenberg

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Domain Adaptation Deep Learning > Techniques > Model Architecture

Keywords

physical constraint symmetry constraint shallow-water equations incompressible turbulence neural pde surrogates staggered grids
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