Ching-Hua Lee

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.