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scientific machine learning

3 articles

HyCOP makes PDE surrogates modular and interpretable
Research/May 4

HyCOP makes PDE surrogates modular and interpretable

HyCOP learns PDE solution operators as short, query-conditioned programs, aiming for more interpretable surrogates and better OOD transfer.

HRGrad tackles gradient conflict in multiscale physics
Research/Apr 28

HRGrad tackles gradient conflict in multiscale physics

HRGrad aims to reduce gradient conflict in multiscale kinetic problems, helping APNNs train across microscopic-to-macroscopic regimes.

Awesome AI for Science Is Becoming a Real Research Map
Tools & Apps/Mar 27

Awesome AI for Science Is Becoming a Real Research Map

This GitHub list pulls together AI tools, datasets, papers, and frameworks for science, giving researchers a practical starting point.