English

On the local eigenvalue statistics for random band matrices in the localization regime

Mathematical Physics 2022-05-04 v2 math.MP Probability

Abstract

We study the local eigenvalue statistics ξω,EN\xi_{\omega,E}^N associated with the eigenvalues of one-dimensional, (2N+1)×(2N+1)(2N+1) \times (2N+1) random band matrices with independent, identically distributed, real random variables and band width growing as NαN^\alpha, for 0<α<120 < \alpha < \frac{1}{2}. We consider the limit points associated with the random variables ξω,EN[I]\xi_{\omega,E}^N [I], for IRI \subset \mathbb{R}, and E(2,2)E \in (-2,2). For Gaussian distributed random variables with 0α<170 \leq \alpha < \frac{1}{7}, we prove that this family of random variables has nontrivial limit points for almost every E(2,2)E \in (-2,2), and that these limit points are Poisson distributed with positive intensities. The proof is based on an analysis of the characteristic functions of the random variables ξω,EN[I]\xi_{\omega,E}^N [I] and associated quantities related to the intensities, as NN tends towards infinity, and employs known localization bounds of \cite{schenker, peled, et. al.}, and the strong Wegner and Minami estimates \cite{peled, et. al.}. Our more general result applies to random band matrices with random variables having absolutely continuous distributions with bounded densities. Under the hypothesis that the localization bounds hold for 0<α<120 < \alpha < \frac{1}{2}, we prove that any nontrivial limit points of the random variables ξω,EN[I]\xi_{\omega,E}^N [I] are distributed according to Poisson distributions.

Keywords

Cite

@article{arxiv.2107.01450,
  title  = {On the local eigenvalue statistics for random band matrices in the localization regime},
  author = {Peter D. Hislop and M. Krishna},
  journal= {arXiv preprint arXiv:2107.01450},
  year   = {2022}
}

Comments

We improved Theorem 1.2 from compound Poisson distributions to Poisson distributions in all cases considered. We more clearly highlighted the models to which our results apply

R2 v1 2026-06-24T03:52:00.211Z