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News/A Structure-Preserving Graph Neural Solver for Parametric Hyperbolic Conservation Laws
arxiv
PublishedApril 20, 2026 at 4:00 AM
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A Structure-Preserving Graph Neural Solver for Parametric Hyperbolic Conservation Laws

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arXiv:2604.15617v1 Announce Type: cross Abstract: Hyperbolic conservation laws govern a wide range of transport-driven dynamics featuring shocks, contact discontinuities, and complex wave interactions, posing distinct challenges for deep-learning-based surrogate modeling. While classical numerical m

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