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Zhao-Yun Chen

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Preprint Sep 2026

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

KnottedGraph is introduced, a computational framework that converts such scientific representations to knotted graphs that retain graph connectivity and spatial embedding together, enabling large-scale classification and introducing a route from topological data to LLM-assisted AI4Math discovery.

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

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