The discrete Gaussian free field on a compact manifold
Probability
2020-01-07 v4
Abstract
In this article we aim at defining the discrete Gaussian free field (DGFF) on a compact manifold. Since there is no canonical grid approximation of a manifold, we construct a random graph that suitably replaces the square lattice in Euclidean space, and prove that the scaling limit of the DGFF is given by the manifold continuum Gaussian free field (GFF). Furthermore using Voronoi tessellations we can interpret the DGFF as element of a Sobolev space and show convergence to the GFF in law with respect to the strong Sobolev topology.
Keywords
Cite
@article{arxiv.1809.03382,
title = {The discrete Gaussian free field on a compact manifold},
author = {Alessandra Cipriani and Bart van Ginkel},
journal= {arXiv preprint arXiv:1809.03382},
year = {2020}
}
Comments
21 pages, minor changes, accepted for publication in Stochastic Processes and their Applications (available at https://www.sciencedirect.com/science/article/pii/S0304414919301310)