Bulk universality of sparse random matrices
Probability
2016-01-20 v2 Mathematical Physics
math.MP
Abstract
We consider the adjacency matrix of the ensemble of Erd\H{o}s-R\'enyi random graphs which consists of graphs on vertices in which each edge occurs independently with probability . We prove that in the regime these matrices exhibit bulk universality in the sense that both the averaged -point correlation functions and distribution of a single eigenvalue gap coincide with those of the GOE. Our methods extend to a class of random matrices which includes sparse ensembles whose entries have different variances.
Cite
@article{arxiv.1504.05170,
title = {Bulk universality of sparse random matrices},
author = {Jiaoyang Huang and Benjamin Landon and Horng-Tzer Yau},
journal= {arXiv preprint arXiv:1504.05170},
year = {2016}
}
Comments
20 pages