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We begin by reviewing some probabilistic results about the Dirichlet Process and its close relatives, focussing on their implications for statistical modelling and analysis. We then introduce a class of simple mixture models in which…

统计方法学 · 统计学 2010-03-23 Peter J. Green

We define a new stochastic process on general simplicial complexes which allows to study their spectral and homological properties. Some results for random walks on graphs are shown to hold in this general setting. As an application, the…

概率论 · 数学 2014-12-18 Ron Rosenthal

't Hooft has recently developed a discretisation of (2+1) gravity which has a multiple-valued Hamiltonian and which therefore admits quantum time evolution only in discrete steps. In this paper, we describe several models in the continuum…

高能物理 - 理论 · 物理学 2009-10-28 A. P. Balachandran , L. Chandar

The evolution of the discrete Wigner function is formally similar to a probabilistic process, but the transition probabilities, like the discrete Wigner function itself, can be negative. We investigate these transition probabilities, as…

量子物理 · 物理学 2020-11-11 William F. Braasch , William K. Wootters

Certain intriguing consequences of the discreteness of time on the time evolution of dynamical systems are discussed. In the discrete-time classical mechanics proposed here, there is an {\it arrow of time} that follows from the fact that…

量子物理 · 物理学 2009-11-11 M. C. Valsakumar

This paper is part of a program to combine a staggered time and staggered spatial discretization of continuum wave equations so that important properties of the continuum that are proved using vector calculus can be proven in an analogous…

数值分析 · 数学 2020-10-13 Stanly Steinberg

We propose random walks on suitably defined graphs as a framework for finescale modeling of particle motion in an obstructed environment where the particle may have interactions with the obstructions and the mean path length of the particle…

概率论 · 数学 2019-10-25 Preston Donovan , Muruhan Rathinam

We study a random fragmentation process and its associated random tree. The process has earlier been studied by Dean and Majumdar (J. Phys. A: Math. Gen., vol. 35, L501--L507), who found a phase transition: the number of fragmentations is…

概率论 · 数学 2007-05-23 S. Janson , R. Neininger

In this paper we consider a diffusion process obtained as a small random perturbation of a dynamical system attracted to a stable equilibrium point. The drift and the diffusive perturbation are assumed to evolve slowly in time. We describe…

概率论 · 数学 2016-10-23 Mark Freidlin , Leonid Koralov

We develop an analytic framework to understand fragmentation in turbulent, self-gravitating media. Previously, we showed some properties of turbulence can be predicted with the excursion-set formalism. Here, we generalize to fully…

宇宙学与河外天体物理 · 物理学 2013-07-02 Philip F. Hopkins

The Hamiltonian formulation of lattice gauge theories plays a central role in quantum simulations of gauge theories, and understanding their spectrum and other properties is expected to become crucial in the upcoming years. The relevant…

高能物理 - 格点 · 物理学 2026-04-20 Thea Budde , Marina Kristć Marinković , Joao C. Pinto Barros

The Lorentz symmetry and the space and time translational symmetry are fundamental symmetries of nature. Crystals are the manifestation of the continuous space translational symmetry being spontaneously broken into a discrete one. We argue…

统计力学 · 物理学 2018-02-20 Pei Wang

Many numerical techniques for the description of quantum systems that are coupled to a continuous bath require the discretization of the latter. To this end, a wealth of methods has been developed in the literature, which we classify as (i)…

量子物理 · 物理学 2015-10-22 Ines de Vega , Ulrich Schollwöck , F. Alexander Wolf

A continuous-time random walk in the quarter plane with homogeneous transition rates is considered. Given a non-negative reward function on the state space, we are interested in the expected stationary performance. Since a direct derivation…

概率论 · 数学 2017-08-31 Xinwei Bai , Jasper Goseling

This tutorial article showcases the many varieties and uses of quantum walks. Discrete time quantum walks are introduced as counterparts of classical random walks. The emphasis is on the connections and differences between the two types of…

量子物理 · 物理学 2013-05-16 Daniel Reitzner , Daniel Nagaj , Vladimir Buzek

This work deals with both instantaneous uniform mixing property and temporal standard deviation for continuous-time quantum random walks on circles in order to study their fluctuations comparing with discrete-time quantum random walks, and…

量子物理 · 物理学 2007-05-23 Norio Inui , Koichiro Kasahara , Yoshinao Konishi , Norio Konno

We present in this paper an approach for computing the homogenized behavior of a medium that is a small random perturbation of a periodic reference material. The random perturbation we consider is, in a sense made precise in our work, a…

偏微分方程分析 · 数学 2010-05-24 Arnaud Anantharaman , Claude Le Bris

We study the effect of random scattering in quantum walks on a finite graph and compare it with the effect of repeated measurements. To this end, a constructive approach is employed by introducing a localized and a delocalized basis for the…

量子物理 · 物理学 2024-09-30 Klaus Ziegler

The fluctuations in the particle size distribution for processes of fragmentation and aggregation are studied for stationary state regimes. The system is described in terms of a stochastic process over an adequate tree structure. The RMS…

chao-dyn · 物理学 2009-10-28 Piero Olla

Consider "Frozen Random Walk" on $\mathbb{Z}$: $n$ particles start at the origin. At any discrete time, the leftmost and rightmost $\lfloor{\frac{n}{4}}\rfloor$ particles are "frozen" and do not move. The rest of the particles in the "bulk"…

概率论 · 数学 2015-09-02 Laura Florescu , Shirshendu Ganguly , Yuval Peres , Joel Spencer