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20242026
most citedA Structure-Preserving Framework for Solving Parabolic Partial Differential Equations with Neural Networks

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cs.CE2026

Adaptive Coordinate Transforms for Neural Operators

Chaoyu Liu, Zhonghao Li, Gaohang Chen +5

Neural operators have achieved promising performance on partial differential equations (PDEs), but most existing models are built on fixed Eulerian coordinates. This mismatch betwe…