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We generalize the results on the asymptotic expansion from Gaussian Unitary Ensembles case to all Gaussian Ensembles. We derive differential equations on densities and their moment generating functions for all Gaussian Ensembles. Also, we…

概率论 · 数学 2018-01-09 Yaroslav Naprienko

We calculate the exact density of states (DOS) for the three classical and two non-classical Random Matrix Ensembles for finite matrix size N using supersymmetric integrals. The 1/N-Expansion yields already in lowest order good…

无序系统与神经网络 · 物理学 2009-11-07 Frieder Kalisch , Daniel Braak

This article is intended to provide a pedagogical introduction to the supersymmetry method for performing ensemble-averaging in Gaussian random-matrix theory. The method is illustrated by a detailed calculation of the simplest non-trivial…

凝聚态物理 · 物理学 2008-02-03 Josef A. Zuk

In a previous contribution (H.J. Stoeckmann, J. Phys. A35, 5165 (2002)), the density of states was calculated for a billiard with randomly distributed delta-like scatterers, doubly averaged over the positions of the impurities and the…

无序系统与神经网络 · 物理学 2008-11-26 Thomas Guhr , Hans-Juergen Stoeckmann

The density matrix formalism is a fundamental tool in studying various problems in quantum information processing. In the space of density matrices, the most well-known measures are the Hilbert-Schmidt and Bures-Hall ensembles. In this…

量子物理 · 物理学 2023-05-26 Lu Wei , Nicholas Witte

We derive a powerful yet simple method for analyzing the local density of states in gapless one dimensional fermionic systems, including extensions such as momentum dependent interaction parameters and hard-wall boundaries. We study the…

强关联电子 · 物理学 2010-01-19 Imke Schneider , Sebastian Eggert

Formulas are derived for the average level density of deformed, or transition, Gaussian orthogonal random matrix ensembles. After some general considerations about Gaussian ensembles we derive formulas for the average level density for (i)…

核理论 · 物理学 2009-11-10 A. C. Bertuola , J. X. de Carvalho , M. S. Hussein , M. P. Pato , A. J. Sargeant

The averages of ratios of characteristic polynomials det(lambda - X) of N x N random matrices X, are investigated in the large N limit for the GUE, GOE and GSE ensemble. The density of states and the two-point correlation function are…

数学物理 · 物理学 2009-11-07 E. Brezin , S. Hikami

We obtain upper and lower Gaussian density estimates for the law of each component of the solution to a one-dimensional fully coupled forward-backward SDE (FBSDE). Our approach relies on the link between FBSDEs and quasilinear parabolic…

概率论 · 数学 2020-03-03 Christian Olivera , Evelina Shamarova

Several measures for the density of sets of integers have been proposed, such as the asymptotic density, the Schnirelmann density, and the Dirichlet density. There has been some work in the literature on extending some of these concepts of…

数论 · 数学 2019-08-15 L. C. Rêgo , R. J. Cintra

Recently, T. and M. Shcherbina proved a pointwise semicircle law for the density of states of one-dimensional Gaussian band matrices of large bandwidth. The main step of their proof is a new method to study the spectral properties of…

概率论 · 数学 2021-09-28 Margherita Disertori , Martin Lohmann , Sasha Sodin

We consider a two dimensional random band matrix ensemble, in the limit of infinite volume and fixed but large band width $W$. For this model we rigorously prove smoothness of the averaged density of states. We also prove that the resulting…

数学物理 · 物理学 2017-05-01 Margherita Disertori , Mareike Lager

We study the density of states (DOS) for disordered systems whose spectral statistics can be described by a Gaussian ensemble of almost diagonal Hermitian random matrices. The matrices have independent random entries $ H_{i \geq j} $ with…

无序系统与神经网络 · 物理学 2016-08-31 Oleg Yevtushenko , Vladimir E. Kravtsov

The present article is concerned with the use of approximations in the calculation of the many-body density of states (MBDS) of a system with total energy E, composed by N bosons. In the mean-field framework, an integral expression for…

统计力学 · 物理学 2014-11-17 Alexandre Dias Ribeiro

An algorithm to calculate the density of states, based on the well-known Wang-Landau method, is introduced. Independent random walks are performed in different restricted ranges of energy, and the resultant density of states is modified by…

统计力学 · 物理学 2015-06-25 R. E. Belardinelli , V. D. Pereyra

By applying the supersymmetric approach we rigorously prove smoothness of the averaged density of states for a three dimensional random band matrix ensemble, in the limit of infinite volume and fixed band width. We also prove that the…

数学物理 · 物理学 2009-11-07 M. Disertori , H. Pinson , T. Spencer

The Lie point symmetries and corresponding invariant solutions are obtained for a Gaussian, irrotational, compressible fluid flow. A supersymmetric extension of this model is then formulated through the use of a superspace and superfield…

数学物理 · 物理学 2009-11-13 A. M. Grundland , A. J. Hariton

We obtain correction terms to the large N asymptotic expansions of the eigenvalue density for the Gaussian unitary and Laguerre unitary ensembles of random N by N matrices, both in the bulk of the spectrum and near the spectral edge. This…

数学物理 · 物理学 2009-11-11 T. M. Garoni , P. J. Forrester , N. E. Frankel

We reconsider a nonparametric density model based on Gaussian processes. By augmenting the model with latent P\'olya--Gamma random variables and a latent marked Poisson process we obtain a new likelihood which is conjugate to the model's…

机器学习 · 统计学 2018-05-30 Christian Donner , Manfred Opper

In noninteracting limit, the density of states of a many body system can be expressed as the convolution of single body density of states of its subunits. Here we use the formulation to derive the ensemble averaged many body density of…

统计力学 · 物理学 2022-05-25 Pragya Shukla
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