Sharp deviation inequalities for the 2D Coulomb gas and Quantum hall states, I
Mathematical Physics
2019-06-21 v1 Complex Variables
math.MP
Probability
Abstract
We establish sharp deviation inequalities for the linear statistics of the 2D Coulomb gas. These imply sub-Gaussian inequalities, where the variance is given by the Dirichlet norm. The proofs use complex geometry and potential theory on Riemann surfaces and apply more generally to beta-ensembles, which also include integer Quantum Hall states on Riemann surfaces. In a sequel of the paper we give applications to large and moderate deviation principles, local laws at mesoscopic scales, quantitative Bergman kernel asymptotics. In a series of companion papers applications to concentration of measure, Monte-Carlo methods for numerical integration and random matrices are given and relations to Kahler geometry are explored.
Keywords
Cite
@article{arxiv.1906.08529,
title = {Sharp deviation inequalities for the 2D Coulomb gas and Quantum hall states, I},
author = {Robert J. Berman},
journal= {arXiv preprint arXiv:1906.08529},
year = {2019}
}
Comments
57 pages