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Very recently, we have shown how the harmonic analysis approach can be modified to deal with products of general Hermitian and complex random matrices at finite matrix dimension. In the present work, we consider the particular product of a…

概率论 · 数学 2022-03-14 Mario Kieburg

We study several kinds of polynomial ensembles of derivative type which we propose to call P\'olya ensembles. These ensembles are defined on the spaces of complex square, complex rectangular, Hermitian, Hermitian anti-symmetric and…

概率论 · 数学 2021-10-25 Yanik-Pascal Förster , Mario Kieburg , Holger Kösters

The family of circular Jacobi $\beta$ ensembles has a singularity of a type associated with Fisher and Hartwig in the theory of Toeplitz determinants. Our interest is in the Fourier transform of the corresponding bulk scaled spectral…

数学物理 · 物理学 2023-06-02 Peter J. Forrester , Bo-Jian Shen

Using the spectral theory of unitary operators and the theory of orthogonal polynomials on the unit circle, we propose a simple matrix model for the following circular analogue of the Jacobi ensemble: $$c_{\delta,\beta}^{(n)} \prod_{1\leq…

概率论 · 数学 2010-01-11 Paul Bourgade , Ashkan Nikeghbali , Alain Rouault

Recently subclasses of polynomial ensembles for additive and multiplicative matrix convolutions were identified which were called P\'olya ensembles (or polynomial ensembles of derivative type). Those ensembles are closed under the…

概率论 · 数学 2020-11-03 Mario Kieburg

We apply symmetric function theory to study random processes formed by singular values of products of truncations of Haar distributed symplectic and orthogonal matrices. These product matrix processes are degenerations of Macdonald…

数学物理 · 物理学 2021-05-04 Andrew Ahn , Eugene Strahov

We consider random matrix ensembles on the set of Hermitian matrices that are heavy tailed, in particular not all moments exist, and that are invariant under the conjugate action of the unitary group. The latter property entails that the…

概率论 · 数学 2024-11-06 Mario Kieburg , Jiyuan Zhang

Very recently we have shown that the spherical transform is a convenient tool for studying the relation between the joint density of the singular values and that of the eigenvalues for bi-unitarily invariant random matrices. In the present…

经典分析与常微分方程 · 数学 2019-08-27 Mario Kieburg , Holger Kösters

The Jacobi ensemble is one of the classical ensembles of random matrix theory. Prominent in applications are properties of the eigenvalues at the spectrum edge, specifically the distribution of the largest (e.g. Roy's largest root test in…

数学物理 · 物理学 2020-06-04 Peter J. Forrester , Santosh Kumar

We apply the operation of random independent thinning on the eigenvalues of $n\times n$ Haar distributed unitary random matrices. We study gap probabilities for the thinned eigenvalues, and we study the statistics of the eigenvalues of…

数学物理 · 物理学 2017-08-14 Christophe Charlier , Tom Claeys

We study the moment-generating functions (MGF) for linear eigenvalue statistics of Jacobi unitary, symplectic and orthogonal ensembles. By expressing the MGF as Fredholm determinants of kernels of finite rank, we show that the mean and…

数学物理 · 物理学 2023-08-21 Chao Min , Yang Chen

It is known that a unitary matrix can be decomposed into a product of reflections, one for each dimension, and the Haar measure on the unitary group pushes forward to independent uniform measures on the reflections. We consider the sequence…

概率论 · 数学 2014-09-10 Kenneth Maples , Joseph Najnudel , Ashkan Nikeghbali

Bourgade, Nikeghbali and Rouault recently proposed a matrix model for the circular Jacobi $\beta$-ensemble, which is a generalization of the Dyson circular $\beta$-ensemble but equipped with an additional parameter $b$, and further studied…

概率论 · 数学 2014-08-05 Dang-Zheng Liu

In earlier work we proposed a generating function that encodes the Jordan block spectrum of the integrable Hypereclectic spin chain, related to the one-loop dilatation operator of the dynamical fishnet quantum field theory. We significantly…

高能物理 - 理论 · 物理学 2022-10-26 Changrim Ahn , Matthias Staudacher

Composed ensembles of random unitary matrices are defined via products of matrices, each pertaining to a given canonical circular ensemble of Dyson. We investigate statistical properties of spectra of some composed ensembles and demonstrate…

chao-dyn · 物理学 2009-10-30 Marcin Pozniak , Karol Zyczkowski , Marek Kus

An ensemble of random unistochastic (orthostochastic) matrices is defined by taking squared moduli of elements of random unitary (orthogonal) matrices distributed according to the Haar measure on U(N) (or O(N), respectively). An ensemble of…

混沌动力学 · 物理学 2009-11-07 K. Zyczkowski , W. Slomczynski , M. Kus , H. -J. Sommers

We investigate the spectral statistics of Hermitian matrices in which the elements are chosen uniformly from U (1), called the uni-modular ensemble (UME), in the limit of large matrix size. Using three complimentary methods; a…

数学物理 · 物理学 2017-09-13 Christopher H. Joyner , Uzy Smilansky , Hans A. Weidenmüller

In the current work, we study the eigenvalue distribution results of a class of non-normal matrix-sequences which may be viewed as a low rank perturbation, depending on a parameter $\beta>1$, of the basic Toeplitz matrix-sequence…

数值分析 · 数学 2024-02-08 Alec Schiavoni Piazza , David Meadon , Stefano Serra-Capizzano

We describe an ensemble of (sparse) random matrices whose eigenvalues follow the Gibbs distribution for n particles of the Coulomb gas on the unit circle at inverse temperature beta. Our approach combines elements from the theory of…

谱理论 · 数学 2007-05-23 R. Killip , I. Nenciu

We prove that the squared singular values of a fixed matrix multiplied with a truncation of a Haar distributed unitary matrix are distributed by a polynomial ensemble. This result is applied to a multiplication of a truncated unitary matrix…

概率论 · 数学 2018-07-31 Mario Kieburg , Arno B. J. Kuijlaars , Dries Stivigny
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