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Ching-Hua Lee

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Preprint Sep 2026

KnottedGraph: Scalable knotted-graph topology for scientific and mathematical discovery

Scientific data span heterogeneous structures, including coordinates, networks, surfaces, volumes and fields, yet their topology can be quantified within a common framework through graph connectivity, cycle structure, genus and spatial embedding. Graph- and homology-based summaries do not determine spatial embedding, w...

Hakan Akgun, Xian-Quan Yan, Ke-Han Liu et al. · 0 citations

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