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Finite Volume Methods for Hyperbolic Problems

7 Pith papers cite this work. Polarity classification is still indexing.

7 Pith papers citing it

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2026 7

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UNVERDICTED 7

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Topology-Preserving Neural Operator Learning via Hodge Decomposition

cs.LG · 2026-05-13 · unverdicted · novelty 5.0

Introduces Hodge Spectral Duality, a hybrid neural architecture that applies Hodge orthogonality and operator splitting to isolate unlearnable topological degrees of freedom from learnable geometric dynamics in solution operators on geometric meshes.

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