Geometria Complessa e Geometria Differenziale
Geometria Complessa e Geometria Differenziale
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S. Pal - D. Tewodrose

Manifolds with kinks and the asymptotic behavior of the graph Laplacian operator with Gaussian kernel

created by tewodrose on 13 Nov 2025

[BibTeX]

preprint

Inserted: 13 nov 2025
Last Updated: 13 nov 2025

Year: 2025

ArXiv: 2507.07751 PDF

Abstract:

We introduce manifolds with kinks, a class of manifolds with possibly singular boundary that notably contains manifolds with smooth boundary and corners. We derive the asymptotic behavior of the Graph Laplace operator with Gaussian kernel and its deterministic limit on these spaces as bandwidth goes to zero. We show that this asymptotic behavior is determined by the inward sector of the tangent space and, as special cases, we derive its behavior near interior and singular points. Lastly, we show the validity of our theoretical results using numerical simulation.

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