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Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case

For complex Wigner-type matrices, i.e. Hermitian random matrices with independent, not necessarily identically distributed entries above the diagonal, we show that at any cusp singularity of the limiting eigenvalue distribution the local eigenvalue statistics are universal and form a Pearcey process...

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Autores principales: Erdős, László, Krüger, Torben, Schröder, Dominik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7426322/
https://www.ncbi.nlm.nih.gov/pubmed/32831359
http://dx.doi.org/10.1007/s00220-019-03657-4
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author Erdős, László
Krüger, Torben
Schröder, Dominik
author_facet Erdős, László
Krüger, Torben
Schröder, Dominik
author_sort Erdős, László
collection PubMed
description For complex Wigner-type matrices, i.e. Hermitian random matrices with independent, not necessarily identically distributed entries above the diagonal, we show that at any cusp singularity of the limiting eigenvalue distribution the local eigenvalue statistics are universal and form a Pearcey process. Since the density of states typically exhibits only square root or cubic root cusp singularities, our work complements previous results on the bulk and edge universality and it thus completes the resolution of the Wigner–Dyson–Mehta universality conjecture for the last remaining universality type in the complex Hermitian class. Our analysis holds not only for exact cusps, but approximate cusps as well, where an extended Pearcey process emerges. As a main technical ingredient we prove an optimal local law at the cusp for both symmetry classes. This result is also the key input in the companion paper (Cipolloni et al. in Pure Appl Anal, 2018. arXiv:1811.04055) where the cusp universality for real symmetric Wigner-type matrices is proven. The novel cusp fluctuation mechanism is also essential for the recent results on the spectral radius of non-Hermitian random matrices (Alt et al. in Spectral radius of random matrices with independent entries, 2019. arXiv:1907.13631), and the non-Hermitian edge universality (Cipolloni et al. in Edge universality for non-Hermitian random matrices, 2019. arXiv:1908.00969).
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spelling pubmed-74263222020-08-19 Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case Erdős, László Krüger, Torben Schröder, Dominik Commun Math Phys Article For complex Wigner-type matrices, i.e. Hermitian random matrices with independent, not necessarily identically distributed entries above the diagonal, we show that at any cusp singularity of the limiting eigenvalue distribution the local eigenvalue statistics are universal and form a Pearcey process. Since the density of states typically exhibits only square root or cubic root cusp singularities, our work complements previous results on the bulk and edge universality and it thus completes the resolution of the Wigner–Dyson–Mehta universality conjecture for the last remaining universality type in the complex Hermitian class. Our analysis holds not only for exact cusps, but approximate cusps as well, where an extended Pearcey process emerges. As a main technical ingredient we prove an optimal local law at the cusp for both symmetry classes. This result is also the key input in the companion paper (Cipolloni et al. in Pure Appl Anal, 2018. arXiv:1811.04055) where the cusp universality for real symmetric Wigner-type matrices is proven. The novel cusp fluctuation mechanism is also essential for the recent results on the spectral radius of non-Hermitian random matrices (Alt et al. in Spectral radius of random matrices with independent entries, 2019. arXiv:1907.13631), and the non-Hermitian edge universality (Cipolloni et al. in Edge universality for non-Hermitian random matrices, 2019. arXiv:1908.00969). Springer Berlin Heidelberg 2020-04-28 2020 /pmc/articles/PMC7426322/ /pubmed/32831359 http://dx.doi.org/10.1007/s00220-019-03657-4 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Erdős, László
Krüger, Torben
Schröder, Dominik
Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case
title Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case
title_full Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case
title_fullStr Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case
title_full_unstemmed Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case
title_short Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case
title_sort cusp universality for random matrices i: local law and the complex hermitian case
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7426322/
https://www.ncbi.nlm.nih.gov/pubmed/32831359
http://dx.doi.org/10.1007/s00220-019-03657-4
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