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flow method 1minkowski problem 1mixed euclidean-gaussian volume 1monge-ampere equation 1origin-symmetric solutions 1

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20242026
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cs.LG2026

Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs

Jinjin He, Zhiqi Li, Sinan Wang +1

We propose Hermite-NGP, a gradient-augmented multi-resolution hash encoding designed to enable fast and accurate computation of spatial derivatives for neural PDE solvers. Unlike e…