中文
相关论文

相关论文: Localization Transitions from Free Random Variable…

200 篇论文

Situations in many fields of research, such as digital communications, nuclear physics and mathematical finance, can be modelled with random matrices. When the matrices get large, free probability theory is an invaluable tool for describing…

信息论 · 计算机科学 2007-07-13 O. Ryan , M. Debbah

We study a Lindbladian generalization of the Anderson model of localization that describes disordered free fermions coupled to a disordered environment. From finite size scaling of both eigenvalue statistics and participation ratio, we…

无序系统与神经网络 · 物理学 2025-01-30 Foster Thompson , Yi Huang , Alex Kamenev

Eigenvalues and eigenvectors of non-Hermitian tridiagonal periodic random matrices are studied by means of the Hatano-Nelson deformation. The deformed spectrum is annular-shaped, with inner radius measured by the complex Thouless formula.…

数学物理 · 物理学 2009-09-14 L. G. Molinari , G. N. Lacagnina

Using numerical exact diagonalization, we study matrix elements of a local spin operator in the eigenbasis of two different nonintegrable quantum spin chains. Our emphasis is on the question to what extent local operators can be represented…

统计力学 · 物理学 2020-10-27 Jonas Richter , Anatoly Dymarsky , Robin Steinigeweg , Jochen Gemmer

We consider $N\times N$ self-adjoint Gaussian random matrices defined by an arbitrary deterministic sparsity pattern with $d$ nonzero entries per row. We show that such random matrices exhibit a canonical localization-delocalization…

概率论 · 数学 2024-01-03 Laura Shou , Ramon van Handel

In two-dimensional quantum site-percolation square lattice models, the von Neumann entropy is extensively studied numerically. At a certain eigenenergy, the localization-delocalization transition is reflected by the derivative of von…

无序系统与神经网络 · 物理学 2009-12-01 Longyan Gong , Peiqing Tong

Considering a "random walk in a random environment" in a topologically closed circuit, we explore the implications of the percolation and sliding transitions for its relaxation modes. A complementary question regarding the "delocalization"…

统计力学 · 物理学 2016-03-11 Daniel Hurowitz , Doron Cohen

Free probability and random matrix theory has shown to be a fruitful combination in many fields of research, such as digital communications, nuclear physics and mathematical finance. The link between free probability and eigenvalue…

概率论 · 数学 2007-05-23 Øyvind Ryan , Mérouane Debbah

One dimensional system of Dirac fermions with a random-varying mass is studied by the transfer-matrix methods which we developed recently. We investigate the effects of nonlocal correlation of the spatial-varying Dirac mass on the…

凝聚态物理 · 物理学 2009-10-31 Koujin Takeda , Ikuo Ichinose

We propose a new viewpoint on the study of localization transitions in disordered quantum systems, showing how critical properties can be seen also as a geometric transition in the data space generated by the classically encoded…

无序系统与神经网络 · 物理学 2024-07-16 Carlo Vanoni , Vittorio Vitale

We study the dependence on the spatial dimensionality of different quantities relevant in the description of the Anderson transition by combining numerical calculations in a $3 \leq d \leq 6$ disordered tight binding model with theoretical…

无序系统与神经网络 · 物理学 2009-11-11 Antonio M. Garcia-Garcia , Emilio Cuevas

Random matrix theory of the transition strengths is applied to transport in the strongly localized regime. The crossover distribution function between the different ensembles is derived and used to predict quantitatively the {\sl universal}…

凝聚态物理 · 物理学 2009-10-22 Y. Meir , O. Entin-Wohlman

We demonstrate that by considering disordered single-particle Hamiltonians (or their random matrix versions) on ultrametric spaces one can generate an interesting class of models exhibiting Anderson metal-insulator transition. We use the…

介观与纳米尺度物理 · 物理学 2015-05-14 Y. V. Fyodorov , A. Ossipov , A. Rodriguez

We develop a theory which describes the behaviour of eigenvalues of a class of one-dimensional random non-Hermitian operators introduced recently by Hatano and Nelson. Under general assumptions on random parameters we prove that the…

凝聚态物理 · 物理学 2009-10-30 Ilya Ya. Goldsheid , Boris A. Khoruzhenko

The Anderson transitions in a random magnetic field in three dimensions are investigated numerically. The critical behavior near the transition point is analyzed in detail by means of the transfer matrix method with high accuracy for…

无序系统与神经网络 · 物理学 2017-09-27 T. Kawarabayashi , B. Kramer , T. Ohtsuki

We consider Hermitian random band matrices $H=(h_{xy})$ on the $d$-dimensional lattice $(\mathbb Z/L\mathbb Z)^d$. The entries $h_{xy}$ are independent (up to Hermitian conditions) centered complex Gaussian random variables with variances…

概率论 · 数学 2021-07-15 Fan Yang , Horng-Tzer Yau , Jun Yin

We study the Brown measure of certain non-hermitian operators arising from Voiculescu's free probability theory. Usually those operators appear as the limit in *-moments of certain ensembles of non-hermitian random matrices, and the Brown…

算子代数 · 数学 2023-01-16 Serban Belinschi , Piotr Sniady , Roland Speicher

We reexamine the problem of delocalization of two-dimensional electrons in the presence of random magnetic field. By introducing spatial correlations among random fluxes, a well-defined metal-insulator transition characterized by a…

无序系统与神经网络 · 物理学 2007-05-23 D. N. Sheng , Z. Y. Weng

The Anderson transition in three dimensions in a randomly varying magnetic flux is investigated in detail by means of the transfer matrix method with high accuracy. Both, systems with and without an additional random scalar potential are…

无序系统与神经网络 · 物理学 2009-10-31 T. Kawarabayashi , B. Kramer , T. Ohtsuki

We explore the spectra and localization properties of the N-site banded one-dimensional non-Hermitian random matrices that arise naturally in sparse neural networks. Approximately equal numbers of random excitatory and inhibitory…

无序系统与神经网络 · 物理学 2016-04-20 Ariel Amir , Naomichi Hatano , David R. Nelson