Curvature Crystallization: A Theory of Semantic Ricci Flow

We provide a rigorous derivation of the convergence of Ricci Flow to uniform curvature on semantic data manifolds. Building on the foundations of Hamilton (1982) and Perelman (2002), we adapt the classical geometric flow theory to the discrete setting of k-NN graphs with Forman-Ricci curvature.

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