Hyperuniform states of matter

S Torquato - Physics Reports, 2018 - Elsevier
Hyperuniform states of matter are correlated systems that are characterized by an
anomalous suppression of long-wavelength (ie, large-length-scale) density fluctuations …

[HTML][HTML] Cleaning large correlation matrices: tools from random matrix theory

J Bun, JP Bouchaud, M Potters - Physics Reports, 2017 - Elsevier
This review covers recent results concerning the estimation of large covariance matrices
using tools from Random Matrix Theory (RMT). We introduce several RMT methods and …

[BOOK][B] Topics in random matrix theory

T Tao - 2012 - books.google.com
The field of random matrix theory has seen an explosion of activity in recent years, with
connections to many areas of mathematics and physics. However, this makes the current …

[PDF][PDF] Probability in high dimension

R Van Handel - Lecture Notes (Princeton University), 2014 - math.princeton.edu
These notes were written for the course APC 550: Probability in High Dimension that I taught
at Princeton in the Spring 2014 and Fall 2016 semesters. The aim was to introduce in as …

[BOOK][B] A dynamical approach to random matrix theory

L Erdős, HT Yau - 2017 - books.google.com
A co-publication of the AMS and the Courant Institute of Mathematical Sciences at New York
University This book is a concise and self-contained introduction of recent techniques to …

[BOOK][B] Eigenvalue distribution of large random matrices

LA Pastur, M Shcherbina - 2011 - books.google.com
Random matrix theory is a wide and growing field with a variety of concepts, results, and
techniques and a vast range of applications in mathematics and the related sciences. The …

Coulomb and Riesz gases: The known and the unknown

M Lewin - Journal of Mathematical Physics, 2022 - pubs.aip.org
We review what is known, unknown, and expected about the mathematical properties of
Coulomb and Riesz gases. Those describe infinite configurations of points in R d interacting …

Rigidity of eigenvalues of generalized Wigner matrices

L Erdős, HT Yau, J Yin - Advances in Mathematics, 2012 - Elsevier
Consider N× N Hermitian or symmetric random matrices H with independent entries, where
the distribution of the (i, j) matrix element is given by the probability measure νij with zero …

Lectures on Coulomb and Riesz gases

S Serfaty - arxiv preprint arxiv:2407.21194, 2024 - arxiv.org
arxiv:2407.21194v1 [math-ph] 30 Jul 2024 Page 1 Lectures on Coulomb and Riesz Gases
Sylvia Serfaty arxiv:2407.21194v1 [math-ph] 30 Jul 2024 Page 2 Page 3 Contents Preface 5 …

Spectral statistics of Erdős–Rényi graphs I: Local semicircle law

L Erdős, A Knowles, HT Yau, J Yin - 2013 - projecteuclid.org
We consider the ensemble of adjacency matrices of Erdős–Rényi random graphs, that is,
graphs on N vertices where every edge is chosen independently and with probability …