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News/Learning to Discretize: Diffusion-Based Adaptive Mesh with Spectral Guidance
arxiv
PublishedJuly 15, 2026 at 4:00 AM
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Learning to Discretize: Diffusion-Based Adaptive Mesh with Spectral Guidance

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arXiv:2607.11974v1 Announce Type: cross Abstract: Most neural partial differential equation (PDE) surrogates learn how fields evolve after a grid has already been chosen. However, before any operator is applied, the grid has already determined how modeling capacity is allocated across space, resolut

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