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相关论文: Unitary Random-Matrix Ensemble with Governable Lev…

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We study the spectrum of a system of coupled disordered harmonic oscillators in the thermodynamic limit. This Euclidean random matrix ensemble has been suggested as model for the low-temperature vibrational properties of glass. Exact…

无序系统与神经网络 · 物理学 2024-01-22 Philipp Baumgärtel , Florian Vogel , Matthias Fuchs

We investigate the electrostatic confinement of charge carriers in a gapped graphene quantum dot in the presence of a magnetic flux. The circular quantum dot is defined by an electrostatic gate potential delimited in an infinite graphene…

介观与纳米尺度物理 · 物理学 2021-06-02 Ahmed Bouhlal , Abdelhadi Belouad , Ahmed Jellal , Hocine Bahlouli

We address the construction of stable random matrix ensembles as the generalization of the stable random variables (Levy distributions). With a simple method we derive the Cauchy case, which is known to have remarkable properties. These…

统计力学 · 物理学 2007-05-23 M. Tierz

The eigenvalue probability density function for symplectic invariant random matrix ensembles can be generalised to discrete settings involving either a linear or exponential lattice. The corresponding correlation functions can be expressed…

数学物理 · 物理学 2019-02-26 Peter J Forrester , Shi-Hao Li

We study norm-based uniform convergence bounds for neural networks, aiming at a tight understanding of how these are affected by the architecture and type of norm constraint, for the simple class of scalar-valued one-hidden-layer networks,…

机器学习 · 计算机科学 2022-09-23 Gal Vardi , Ohad Shamir , Nathan Srebro

The entanglement of eigenstates in two coupled, classically chaotic kicked tops is studied in dependence of their interaction strength. The transition from the non-interacting and unentangled system towards full random matrix behavior is…

量子物理 · 物理学 2020-03-04 Tabea Herrmann , Maximilian F. I. Kieler , Felix Fritzsch , Arnd Bäcker

We investigate the eigenvalues statistics of ensembles of normal random matrices when their order N tends to infinite. In the model the eigenvalues have uniform density within a region determined by a simple analytic polynomial curve. We…

概率论 · 数学 2009-09-08 Alexei M. Veneziani , Tiago Pereira , Domingos H. U. Marchetti

We introduce random matrix ensembles that correspond to the infinite families of irreducible Riemannian symmetric spaces of type I. In particular, we recover the Circular Orthogonal and Symplectic Ensembles of Dyson, and find other families…

数学物理 · 物理学 2007-05-23 Eduardo Duenez

We introduce a class of variational states to describe quantum many-body systems. This class generalizes matrix product states which underly the density-matrix renormalization group approach by combining them with weighted graph states.…

量子物理 · 物理学 2009-11-13 R. Hübener , C. Kruszynska , L. Hartmann , W. Dür , F. Verstraete , J. Eisert , M. B. Plenio

The study of the entanglement entropy and entanglement spectrum has proven to be very fruitful in identifying topological phases of matter. Typically, one performs numerical studies of finite-size systems. However, there are few rigorous…

强关联电子 · 物理学 2015-09-29 B. Majidzadeh Garjani , B. Estienne , E. Ardonne

In the core of the vortex of a superconductor, energy levels appear inside the gap. We discuss here through a random matrix approach how these levels are broadened by impurities. It is first shown that the level statistics is governed by an…

介观与纳米尺度物理 · 物理学 2009-10-31 E. Brezin , S. Hikami , A. I. Larkin

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

We study two related quantities which generalize the concept of upper Banach density of a set to two measurable subsets of the plane. The first of them allows us to generalize a classic result on sufficiently large distances realized in a…

经典分析与常微分方程 · 数学 2026-05-05 Bruno Predojević

This paper is concerned with complex eigenvalues of truncated unitary quaternion matrices equipped with the Haar measure. The joint eigenvalue probability density function is obtained for truncations of any size. We also obtain the spectral…

数学物理 · 物理学 2021-11-04 Boris A. Khoruzhenko , Serhii Lysychkin

We study a driven-dissipative duo of two-level systems in an open quantum systems approach, modelling a pair of atoms or (more generally) meta-atoms. Allowing for complex-valued couplings in the setup, which are of both a coherent and…

量子物理 · 物理学 2023-02-20 C. A. Downing , E. del Valle , A. I. Fernández-Domínguez

The unitary group with the Haar probability measure is called Circular Unitary Ensemble. All the eigenvalues lie on the unit circle in the complex plane and they can be regarded as a determinantal point process on $\mathbb{S}^1$. It is also…

概率论 · 数学 2022-03-16 Makoto Katori , Tomoyuki Shirai

We consider the problem of a single level quantum dot coupled to the edge of a one-dimensional Luttinger liquid wire by both a hopping term and electron-electron interactions. Using bosonization and Coulomb gas mapping of the Anderson-Yuval…

介观与纳米尺度物理 · 物理学 2011-01-20 Moshe Goldstein , Yuval Weiss , Richard Berkovits

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

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

It is shown that the two-level correlation function $R(s,s')$ in the invariant random matrix ensembles (RME) with soft confinement exhibits a "ghost peak" at $s\approx -s'$. This lifts the sum rule prohibition for the level number variance…

凝聚态物理 · 物理学 2009-10-28 C. M. Canali , V. E. Kravtsov