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A graph discretization of the Laplace-Beltrami operator

Burago, D; Ivanov, S; Kurylev, Y; (2014) A graph discretization of the Laplace-Beltrami operator. Journal of Spectral Theory , 4 (4) pp. 675-714. 10.4171/JST/83. Green open access

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Abstract

We show that eigenvalues and eigenfunctions of the Laplace–Beltrami operator on a Riemannian manifold are approximated by eigenvalues and eigenvectors of a (suitably weighted) graph Laplace operator of a proximity graph on an epsilon-net.

Type: Article
Title: A graph discretization of the Laplace-Beltrami operator
Open access status: An open access version is available from UCL Discovery
DOI: 10.4171/JST/83
Publisher version: http://dx.doi.org/10.4171/JST/83
Language: English
Additional information: © European Mathematical Society.
Keywords: Laplace, graph, discretization, Riemannian, RIEMANNIAN-MANIFOLDS, CONVERGENCE
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Mathematics
URI: https://discovery.ucl.ac.uk/id/eprint/1405894
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