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These lectures provide an informal introduction into the notions and tools used to analyze statistical properties of eigenvalues of large random Hermitian matrices. After developing the general machinery of orthogonal polynomial method, we…

数学物理 · 物理学 2014-11-18 Yan V. Fyodorov

A common challenge in estimating parameters of probability density functions is the intractability of the normalizing constant. While in such cases maximum likelihood estimation may be implemented using numerical integration, the approach…

统计方法学 · 统计学 2018-02-20 Shiqing Yu , Mathias Drton , Ali Shojaie

Random feature maps are ubiquitous in modern statistical machine learning, where they generalize random projections by means of powerful, yet often difficult to analyze nonlinear operators. In this paper, we leverage the "concentration"…

机器学习 · 统计学 2021-03-18 Zhenyu Liao , Romain Couillet

Non-Hermitian quantum systems, characterized by their ability to model open systems with gain and loss, have unveiled striking phenomena such as the non-Hermitian skin effect (NHSE), where eigenstates localize at boundaries under open…

强关联电子 · 物理学 2026-01-06 Chakradhar Rangi , Juana Moreno , Ka-Ming Tam

Despite acute interest in the dynamics of non-Hermitian systems, there is a lack of consensus in the mathematical formulation of non-Hermitian quantum mechanics in the community. Different methodologies are used in the literature to study…

量子物理 · 物理学 2025-03-31 Karin Sim , Nicolò Defenu , Paolo Molignini , R. Chitra

We calculate accurate critical parameters for a class of non-hermitian Hamiltonians by means of the diagonalization method. We study three one-dimensional models and two perturbed rigid rotors with PT symmetry. One of the latter models…

数学物理 · 物理学 2013-08-28 Francisco M Fernández , Javier Garcia

We study the time evolution of Ginibre matrices whose elements undergo Brownian motion. The non-Hermitian character of the Ginibre ensemble binds the dynamics of eigenvalues to the evolution of eigenvectors in a non-trivial way, leading to…

数学物理 · 物理学 2014-10-31 Zdzisław Burda , Jacek Grela , Maciej A. Nowak , Wojciech Tarnowski , Piotr Warchoł

In this paper we develop a way of obtaining Green's functions for partial differential equations with linear involutions by reducing the equation to a higher-order PDE without involutions. The developed theory is applied to a model of heat…

经典分析与常微分方程 · 数学 2017-07-05 F. Adrián F. Tojo , Pedro J. Torres

In this note, we present a generalization of some results concerning the spectral properties of a certain class of block matrices. As applications, we study some of its implications on nonnegative matrices, doubly stochastic matrices and…

谱理论 · 数学 2012-06-19 Bassam Mourad

In this paper it is shown how the generating functional for Green's functions in relativistic quantum field theory and in thermal field theory can be evaluated in terms of a standard quantum mechanical path integral. With this calculational…

高能物理 - 理论 · 物理学 2011-07-19 D. G. C. McKeon , A. Rebhan

We introduce diagrammatic technique for Hubbard nonequilibrium Green functions (NEGF). The formulation is an extension of equilibrium considerations for strongly correlated lattice models to description of current carrying molecular…

介观与纳米尺度物理 · 物理学 2016-11-04 Feng Chen , Maicol A. Ochoa , Michael Galperin

Unitary ensembles of large N x N random matrices with a non-Gaussian probability distribution P[H] ~ exp{-TrV[H]} are studied using a theory of polynomials orthogonal with respect to exponential weights. Asymptotically exact expressions for…

凝聚态物理 · 物理学 2008-02-03 V. Freilikher , E. Kanzieper , I. Yurkevich

In this paper we will show several properties of the Green's functions related to various boundary value problems of arbitrary even order. In particular, we will write the expression of the Green's functions related to the general…

经典分析与常微分方程 · 数学 2019-02-07 Alberto Cabada , Lucía López-Somoza

The aim of this paper is to show certain properties of the Green's functions related to the Hill's equation coupled with different two point boundary value conditions. We will obtain the expression of the Green's function of Neumann,…

经典分析与常微分方程 · 数学 2015-11-04 Alberto Cabada , José A. Cid , Lucía López Somoza

A nonzero non-Hermitian winding number indicates that a gapped system is in a nontrivial topological class due to the non-Hermiticity of its Hamiltonian. While for Hermitian systems nontrivial topological quantum numbers are reflected by…

介观与纳米尺度物理 · 物理学 2021-06-02 Heinrich-Gregor Zirnstein , Bernd Rosenow

Non-Hermitian skin effect, namely that the eigenvalues and eigenstates of a non-Hermitian tight-binding Hamiltonian have significant differences under open or periodic boundary conditions, is a remarkable phenomenon of non-Hermitian…

介观与纳米尺度物理 · 物理学 2021-10-04 Liang Mao , Tianshu Deng , Pengfei Zhang

Using large $N$ arguments, we propose a scheme for calculating the two-point eigenvector correlation function for non-normal random matrices in the large $N$ limit. The setting generalizes the quaternionic extension of free probability to…

数学物理 · 物理学 2018-07-03 Maciej A. Nowak , Wojciech Tarnowski

The Green's function method has applications in several fields in Physics, from classical differential equations to quantum many-body problems. In the quantum context, Green's functions are correlation functions, from which it is possible…

介观与纳米尺度物理 · 物理学 2016-10-14 Mariana M. Odashima , Beatriz G. Prado , E. Vernek

In principle, non-Hermitian quantum equations of motion can be formulated using as a starting point either the Heisenberg's or the Schr\"odinger's picture of quantum dynamics. Here it is shown in both cases how to map the algebra of…

量子物理 · 物理学 2011-02-07 Alessandro Sergi

It has been shown that the Schwinger-Dyson equations for non-Hermitian theories implicitly include the Hilbert-space metric. Approximate Green functions for such theories may thus be obtained, without having to evaluate the metric…

高能物理 - 理论 · 物理学 2015-05-18 H. F. Jones