Concentration properties of Gaussian random fields
Mathematical Physics
2024-03-12 v1 Disordered Systems and Neural Networks
math.MP
Abstract
We study the problem of a random Gaussian vector field given that a particular real quadratic form is arbitrarily large. We prove that in such a case the Gaussian field is primarily governed by the fundamental eigenmode of a particular operator. As a good check of our proposition we use it to re-derive the result of Adler dealing with the structure of field in the vicinity of a high local maxima. We have also applied our result to an incompressible homogeneous Gaussian random flow in the limit of large local helicity and calculate the structure of the flow.
Cite
@article{arxiv.1404.7424,
title = {Concentration properties of Gaussian random fields},
author = {Gargee Sharma},
journal= {arXiv preprint arXiv:1404.7424},
year = {2024}
}
Comments
M2 Thesis 2012, \'{E}cole Polyechnique, France