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It has been shown by Strahov and Fyodorov that averages of products and ratios of characteristic polynomials corresponding to Hermitian matrices of a unitary ensemble, involve kernels related to orthogonal polynomials and their Cauchy…

数学物理 · 物理学 2007-05-23 M. Vanlessen

We have found an exact formula expressing a general correlation function containing both products and ratios of characteristic polynomials of random Hermitian matrices. The answer is given in the form of a determinant. An essential…

数学物理 · 物理学 2008-11-26 Yan V. Fyodorov , Eugene Strahov

We show that the average characteristic polynomial P_n(z) = E [\det(zI-M)] of the random Hermitian matrix ensemble Z_n^{-1} \exp(-Tr(V(M)-AM))dM is characterized by multiple orthogonality conditions that depend on the eigenvalues of the…

数学物理 · 物理学 2011-03-28 P. M. Bleher , A. B. J. Kuijlaars

The paper investigates the properties of certain biorthogonal polynomials appearing in a specific simultaneous Hermite-Pade' approximation scheme. Associated to any totally positive kernel and a pair of positive measures on the positive…

数学物理 · 物理学 2009-04-20 M. Bertola , M. Gekhtman , J. Szmigielski

We introduce a new class of two(multi)-matrix models of positive Hermitean matrices coupled in a chain; the coupling is related to the Cauchy kernel and differs from the exponential coupling more commonly used in similar models. The…

数学物理 · 物理学 2009-11-13 M. Bertola , M. Gekhtman , J. Szmigielski

The universality properties of kernels characterize the class of functions that can be approximated in the associated reproducing kernel Hilbert space and are of fundamental importance in the theoretical underpinning of kernel methods in…

机器学习 · 计算机科学 2025-06-25 Franziskus Steinert , Salem Said , Cyrus Mostajeran

We study the hermitian one matrix model with semi-classical potential. This is a general unitary invariant random matrix ensemble in which the potential has a derivative that is a rational function and the measure is supported on some…

数学物理 · 物理学 2015-04-20 Max R. Atkin

The paper contains two main parts: in the first part, we analyze the general case of $p\geq 2$ matrices coupled in a chain subject to Cauchy interaction. Similarly to the Itzykson-Zuber interaction model, the eigenvalues of the Cauchy chain…

数学物理 · 物理学 2015-05-20 Marco Bertola , Thomas Bothner

We calculate the expectation value of an arbitrary product of characteristic polynomials of complex random matrices and their hermitian conjugates. Using the technique of orthogonal polynomials in the complex plane our result can be written…

高能物理 - 理论 · 物理学 2010-04-05 G. Akemann , G. Vernizzi

Integrable theory is formulated for correlation functions of characteristic polynomials associated with invariant non-Gaussian ensembles of Hermitean random matrices. By embedding the correlation functions of interest into a more general…

数学物理 · 物理学 2010-09-14 Vladimir Al. Osipov , Eugene Kanzieper

We give a new proof of universality properties in the bulk of spectrum of the hermitian matrix models, assuming that the potential that determines the model is globally $C^{2}$ and locally $C^{3}$ function (see Theorem \ref{t:U.t1}). The…

数学物理 · 物理学 2009-11-13 L. Pastur , M. Shcherbina

Classically, a single weight on an interval of the real line leads to moments, orthogonal polynomials and tridiagonal matrices. Appropriately deforming this weight with times t=(t_1,t_2,...), leads to the standard Toda lattice and…

可精确求解与可积系统 · 物理学 2016-09-07 Mark Adler , Pierre van Moerbeke

It has been shown recently [10] that Cauchy transforms of orthogonal polynomials appear naturally in general correlation functions containing ratios of characteristic polynomials of random NxN Hermitian matrices. Our main goal is to…

高能物理 - 理论 · 物理学 2011-07-19 G. Akemann , Y. V. Fyodorov

Non-Hermitian random matrices with symplectic symmetry provide examples for Pfaffian point processes in the complex plane. These point processes are characterised by a matrix valued kernel of skew-orthogonal polynomials. We develop their…

数学物理 · 物理学 2022-01-19 Gernot Akemann , Markus Ebke , Iván Parra

We study multivariable Christoffel-Darboux kernels, which may be viewed as reproducing kernels for antisymmetric orthogonal polynomials, and also as correlation functions for products of characteristic polynomials of random Hermitian…

经典分析与常微分方程 · 数学 2008-04-24 Hjalmar Rosengren

A unified theory of orthogonal polynomials of a discrete variable is presented through the eigenvalue problem of hermitian matrices of finite or infinite dimensions. It can be considered as a matrix version of exactly solvable Schr\"odinger…

经典分析与常微分方程 · 数学 2008-11-26 Satoru Odake , Ryu Sasaki

We compute the pointwise asymptotics of orthogonal polynomials with respect to a general class of pure point measures supported on finite sets as both the number of nodes of the measure and also the degree of the orthogonal polynomials…

经典分析与常微分方程 · 数学 2007-05-23 Jinho Baik , Thomas Kriecherbauer , Ken T. -R. McLaughlin , Peter D. Miller

We reconsider the problem of calculating a general spectral correlation function containing an arbitrary number of products and ratios of characteristic polynomials for a N x N random matrix taken from the Gaussian Unitary Ensemble (GUE).…

数学物理 · 物理学 2015-06-26 Yan V Fyodorov , Eugene Strahov

The two-matrix model is defined on pairs of Hermitian matrices $(M_1,M_2)$ of size $n\times n$ by the probability measure $$\frac{1}{Z_n} \exp\left(\textrm{Tr} (-V(M_1)-W(M_2)+\tau M_1M_2)\right)\ dM_1\ dM_2, $$ where $V$ and $W$ are given…

数学物理 · 物理学 2015-05-19 Steven Delvaux

We compute all massive partition functions or characteristic polynomials and their complex eigenvalue correlation functions for non-Hermitean extensions of the symplectic and chiral symplectic ensemble of random matrices. Our results are…

数学物理 · 物理学 2008-11-26 G. Akemann , F. Basile
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