English

A Discovery Tour in Random Riemannian Geometry

Probability 2024-03-28 v3

Abstract

We study random perturbations of Riemannian manifolds (M,g)(\mathsf{M},\mathsf{g}) by means of so-called Fractional Gaussian Fields, which are defined intrinsically by the given manifold. The fields h:ωhωh^\bullet: \omega\mapsto h^\omega will act on the manifolds via conformal transformation ggω ⁣: ⁣ ⁣=e2hωg\mathsf{g}\mapsto \mathsf{g}^\omega\colon\!\!= e^{2h^\omega}\,\mathsf{g}. Our focus will be on the regular case with Hurst parameter H>0H>0, the celebrated Liouville geometry in two dimensions being borderline. We want to understand how basic geometric and functional analytic quantities like diameter, volume, heat kernel, Brownian motion, spectral bound, or spectral gap will change under the influence of the noise. And if so, is it possible to quantify these dependencies in terms of key parameters of the noise. Another goal is to define and analyze in detail the Fractional Gaussian Fields on a general Riemannian manifold, a fascinating object of independent interest.

Keywords

Cite

@article{arxiv.2012.06796,
  title  = {A Discovery Tour in Random Riemannian Geometry},
  author = {Lorenzo Dello Schiavo and Eva Kopfer and Karl-Theodor Sturm},
  journal= {arXiv preprint arXiv:2012.06796},
  year   = {2024}
}

Comments

45 pages, 9 figures. Version 3: several major changes

R2 v1 2026-06-23T20:55:14.645Z