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We use an extension of the diagrammatic rules in random matrix theory to evaluate spectral properties of finite and infinite products of large complex matrices and large hermitian matrices. The infinite product case allows us to define a…

数学物理 · 物理学 2015-06-26 Ewa Gudowska-Nowak , Romuald A. Janik , Jerzy Jurkiewicz , Maciej A. Nowak

We review the recent developments in the theory of normal, normal self-dual and general complex random matrices. The distribution and correlations of the eigenvalues at large scales are investigated in the large $N$ limit. The 1/N expansion…

高能物理 - 理论 · 物理学 2007-05-23 A. Zabrodin

The singular values of products of standard complex Gaussian random matrices, or sub-blocks of Haar distributed unitary matrices, have the property that their probability distribution has an explicit, structured form referred to as a…

概率论 · 数学 2020-07-28 Mario Kieburg , Peter J. Forrester , Jesper R. Ipsen

To every product of $2\times2$ matrices, there corresponds a one-dimensional Schr\"{o}dinger equation whose potential consists of generalised point scatterers. Products of {\em random} matrices are obtained by making these interactions and…

无序系统与神经网络 · 物理学 2010-07-12 Alain Comtet , Christophe Texier , Yves Tourigny

Continuity equations associated to continuous-time Markov processes can be considered as Euclidean Schr\"odinger equations, where the non-hermitian quantum Hamiltonian $\bold{H}={\bold{div}}{\bold J}$ is naturally factorized into the…

统计力学 · 物理学 2024-08-19 Cecile Monthus

We study a discrete-time Markov process on triangular arrays of matrices of size $d\geq 1$, driven by inverse Wishart random matrices. The components of the right edge evolve as multiplicative random walks on positive definite matrices with…

概率论 · 数学 2026-01-26 Jonas Arista , Elia Bisi , Neil O'Connell

We study the fluctuations of certain random matrix products $\Pi_N=M_N\cdots M_2M_1$ of $\mathrm{SL}(2,\mathbb{R})$, describing localisation properties of the one-dimensional Dirac equation with random mass. In the continuum limit, i.e.…

无序系统与神经网络 · 物理学 2014-10-02 Kabir Ramola , Christophe Texier

We prove large deviation principles (LDPs) for random matrices in the orthogonal group and Stiefel manifold, determining both the speed and good convex rate functions that are explicitly given in terms of certain log-determinants of…

概率论 · 数学 2022-11-04 Zakhar Kabluchko , Joscha Prochno

Any Zariski dense countable subgroup of $SL(d,R)$ is shown to carry a non-degenerate finitely supported symmetric random walk such that its harmonic measure on the flag space is singular. The main ingredients of the proof are: (1) a new…

概率论 · 数学 2008-07-08 Vadim A. Kaimanovich , Vincent Le Prince

We study largest singular values of large random matrices, each with mean of a fixed rank $K$. Our main result is a limit theorem as the number of rows and columns approach infinity, while their ratio approaches a positive constant. It…

概率论 · 数学 2021-03-02 Wlodek Bryc , Jack W. Silverstein

We consider a finite or countable collection of one-dimensional Brownian particles whose dynamics at any point in time is determined by their rank in the entire particle system. Using Transportation Cost Inequalities for stochastic…

概率论 · 数学 2010-11-11 Soumik Pal , Mykhaylo Shkolnikov

The dynamics of a Markov process are often specified by its infinitesimal generator or, equivalently, its symbol. This paper contains examples of analytic symbols which do not determine the law of the corresponding Markov process uniquely.…

概率论 · 数学 2020-08-14 Jan Kallsen , Paul Krühner

The theorem of Furstenberg and Kesten provides a strong law of large numbers for the norm of a product of random matrices. This can be extended under various assumptions, covering nonnegative as well as invertible matrices, to a law of…

概率论 · 数学 2015-02-10 Dariusz Buraczewski , Sebastian Mentemeier

We investigate the laws that rule the behavior of the largest Lyapunov exponent (LLE) in many particle systems with long range interactions. We consider as a representative system the so-called Hamiltonian alpha-XY model where the…

统计力学 · 物理学 2009-11-07 Celia Anteneodo , Raul O. Vallejos

The aim of this note is to announce some results about the probabilistic and deterministic asymptotic properties of linear groups. The first one is the analogue, for norms of random matrix products, of the classical theorem of Cramer on…

概率论 · 数学 2017-02-23 Cagri Sert

We revisit the transfer-matrix approach to directed polymers in random media and show that a single ensemble of random transfer-matrix products provides a unified realization of the canonical one-point fluctuation laws in $(1+1)$…

软凝聚态物质 · 物理学 2026-03-17 Sen Mu , Abbas Ali Saberi , Roderich Moessner , Mehran Kardar

We extend our recent result [Cipolloni, Erd\H{o}s, Schr\"oder 2019] on the central limit theorem for the linear eigenvalue statistics of non-Hermitian matrices $X$ with independent, identically distributed complex entries to the real…

概率论 · 数学 2024-02-02 Giorgio Cipolloni , László Erdős , Dominik Schröder

This study in centered on models accounting for stochastic deformations of sample paths of random walks, embedded either in $\mathbb{Z}^2$ or in $\mathbb{Z}^3$. These models are immersed in multi-type particle systems with exclusion.…

统计力学 · 物理学 2007-05-23 Guy Fayolle , Cyril Furtlehner

We consider a class of piecewise-deterministic Markov processes where the state evolves according to a linear dynamical system. This continuous time evolution is interspersed by discrete events that occur at random times and change (reset)…

系统与控制 · 计算机科学 2017-11-15 Mohammad Soltani , Abhyudai Singh

We describe a time evolution algorithm for quantum spin chains whose Hamiltonians are composed of an infinite uniform left and right bulk part, and an arbitrary finite region in between. The left and right bulk parts are allowed to be…

统计力学 · 物理学 2020-10-21 Yantao Wu