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#adaptive-meshes

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papersTODAY 04:00 UTC

Gauge-Aware Transport Method Extends Adaptive Meshes for Neural PDE Operators

A new arXiv preprint argues that existing adaptive-mesh methods for neural operators, which solve partial differential equations, focus mostly on deciding where to place sample points. The authors propose an approach that also addresses how the operator should interact with those points, using a gauge-aware transport formulation. The work aims to let operators adapt to local physical features in a more complete way.

neural-operators/pdes/adaptive-meshes/research