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Graph approximations to the Laplacian spectra

Graph approximations to the Laplacian spectra

I prove that the spectrum of the Laplaceā€“Beltrami operator with the Neumann boundary condition on a compact Riemannian manifold with boundary admits a fast approximation by the spectra of suitable graph Laplacians on proximity graphs on the manifold, and similar graph approximation works for metric-measure spaces glued out of compact ā€¦