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These are lecture notes that are based on the lectures from a class I taught on the topic of Spectral Graph Methods at UC Berkeley during the Spring 2015 semester.

数据结构与算法 · 计算机科学 2016-08-18 Michael W. Mahoney

Applied to the master equation, the usual numerical integration methods, such as Runge-Kutta, become inefficient when the rates associated with various transitions differ by several orders of magnitude. We introduce an integration scheme…

统计力学 · 物理学 2009-11-07 Ronald Dickman

In writing this biographical memoir of John Hammersley, we have tried to communicate something of the character of the person, and of the impact of his scientific achievements across lattice models (for example, percolation, self-avoiding…

概率论 · 数学 2007-05-23 Geoffrey Grimmett , Dominic Welsh

We present a method, based on commutator methods, for the spectral analysis of uniquely ergodic dynamical systems. When applicable, it leads to the absolute continuity of the spectrum of the corresponding unitary operators. As an…

动力系统 · 数学 2019-02-20 Rafael Tiedra de Aldecoa

The tracelike probability is expressed by the leptons and quarks Hamiltonians.

综合物理 · 物理学 2007-05-23 G. Quznetsov

We consider self-adjoint unbounded Jacobi matrices with diagonal q_n=n and weights \lambda_n=c_n n, where c_n is a 2-periodical sequence of real numbers. The parameter space is decomposed into several separate regions, where the spectrum is…

谱理论 · 数学 2010-03-19 Sergey Simonov

Quantum graphs are a paradigmatic model for quantum chaos as well as for spectral theory. We give a concise didactical introduction to quantum graphs, or Schr\"odinger Hamiltonians on metric graphs, with a focus on results related to…

量子物理 · 物理学 2026-05-07 Gregory Berkolaiko , Sven Gnutzmann

Karlin and Altschul in their statistical analysis for multiple high-scoring segments in molecular sequences introduced a distribution function which gives the probability there are at least r distinct and consistently ordered segment pairs…

组合数学 · 数学 2007-05-23 Craig A. Tracy , Harold Widom

Parameter shrinkage applied optimally can always reduce error and projection variances from those of maximum likelihood estimation. Many variables that actuaries use are on numerical scales, like age or year, which require parameters at…

应用统计 · 统计学 2020-12-22 Gary Venter , Şule Şahin

The spectrum of the Laplace-Beltrami operator, computed on the spatial slices of Causal Dynamical Triangulations, is a powerful probe of the geometrical properties of the configurations sampled in the various phases of the lattice theory.…

高能物理 - 理论 · 物理学 2019-06-26 Giuseppe Clemente , Massimo D'Elia , Alessandro Ferraro

Hypergraphs require higher-dimensional representations, which makes it more difficult to compute and interpret their spectral properties. This survey article uses the framework of hypermatrices to give an in-depth overview of the spectral…

历史与综述 · 数学 2025-07-21 Shashwath S Shetty , K Arathi Bhat

The meromorphic functional calculus developed in Part I overcomes the nondiagonalizability of linear operators that arises often in the temporal evolution of complex systems and is generic to the metadynamics of predicting their behavior.…

混沌动力学 · 物理学 2018-04-18 Paul M. Riechers , James P. Crutchfield

The purpose of this note is to investigate the concentration properties of spectral projectors on manifolds. This question has been intensively studied (by Logvinenko--Sereda, Nazarov, Jerison--Lebeau, Kovrizhkin,…

偏微分方程分析 · 数学 2026-01-05 Marc Rouveyrol

We study general stochastic birth and death processes including delay. We develop several approaches for the analytical treatment of these non-Markovian systems, valid, not only for constant delays, but also for stochastic delays with…

统计力学 · 物理学 2015-06-11 Luis F. Lafuerza , Raul Toral

We summarize semiclassical modeling methods, including drift-diffusion, kinetic transport equation and Monte Carlo simulation approaches, utilized in studies of spin dynamics and transport in semiconductor structures. As a review of the…

介观与纳米尺度物理 · 物理学 2010-10-12 S. Saikin , Yu. V. Pershin , V. Privman

In this paper, we design and analyze a novel spectral method for the subdiffusion equation. As it has been known, the solutions of this equation are usually singular near the initial time. Consequently, direct application of the traditional…

数值分析 · 数学 2022-04-06 Chuanju Xu , Wei Zeng

We continue to develop a new approach to description of charge kinetics in disordered semiconductors. It is based on fractional diffusion equations. This article is devoted to transient processes in structures under dispersive transport…

无序系统与神经网络 · 物理学 2013-10-02 Renat T. Sibatov , Vladimir V. Uchaikin

Spectral flow was first studied by Atiyah and Lusztig, and first appeared in print in the work of Atiyah-Patodi-Singer (APS). For a norm-continuous path of self-adjoint Fredholm operators in the multiplier algebra $\mathcal{M}(\mathcal{B})$…

算子代数 · 数学 2024-01-12 Ping Wong Ng , Arindam Sutradhar , Cangyuan Wang

We prove a sharp rate of convergence to stationarity for a natural random walk on a compact Riemannian manifold $(M,g)$. The proof includes a detailed study of the spectral theory of the associated operator.

谱理论 · 数学 2010-02-02 Gilles Lebeau , Laurent Michel

The typicality approach and the Hilbert space averaging method as its technical manifestation are important concepts of quantum statistical mechanics. Extensively used for expectation values we extend them in this paper to transition…

量子物理 · 物理学 2020-08-25 Nico Hahn , Thomas Guhr , Daniel Waltner
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