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We consider a simple linear reversible isomerization reaction A <--> B under subdiffusion described by continuous time random walks (CTRW). The reactants' transformations take place independently on the motion and are described by constant…

统计力学 · 物理学 2009-11-13 F. Sagues , V. P. Shkilev , I. M. Sokolov

Continuous time random walks (CTRWs) are versatile models for anomalous diffusion processes that have found widespread application in the quantitative sciences. Their scaling limits are typically non-Markovian, and the computation of their…

概率论 · 数学 2014-07-25 Mark M. Meerschaert , Peter Straka

Representations based on random walks can exploit discrete data distributions for clustering and classification. We extend such representations from discrete to continuous distributions. Transition probabilities are now calculated using a…

机器学习 · 计算机科学 2012-12-12 Chen-Hsiang Yeang , Martin Szummer

A detailed study is presented for a large class of uncoupled continuous-time random walks (CTRWs). The master equation is solved for the Mittag-Leffler survival probability. The properly scaled diffusive limit of the master equation is…

无序系统与神经网络 · 物理学 2009-11-10 Enrico Scalas , Rudolf Gorenflo , Francesco Mainardi

A continuous time random walk (CTRW) model with waiting times following the Levy-stable distribution with exponential cut-off in equilibrium is a simple theoretical model giving rise to normal, yet non-Gaussian diffusion. The distribution…

数据分析、统计与概率 · 物理学 2017-05-31 S. M. J. Khadem , I. M. Sokolov

In this paper, we consider a type of continuous time random walk model where the jump length is correlated with the waiting time. The asymptotic behaviors of the coupled jump probability density function in the Fourier-Laplace domain are…

统计力学 · 物理学 2015-06-16 Long Shi , Zuguo Yu , Zhi Mao , Aiguo Xiao , Hailan Huang

Continuous Time Random Walks (CTRWs) are jump processes with random waiting times between jumps. We study scaling limits for CTRWs where the distribution of jumps and waiting times is coupled and varies in space and time. Such processes…

概率论 · 数学 2015-01-06 Peter Straka

In this paper we consider a telegraph equation with time-dependent coefficients, governing the persistent random walk of a particle moving on the line with a time-varying velocity $c(t)$ and changing direction at instants distributed…

概率论 · 数学 2020-01-09 Luca Angelani , Roberto Garra

In this paper we present a computer simulation of a random walk (RW) for diffusion on a rearranging lattice. The lattice consists of two types of sites -- one good conducting (type 1) and the other poor conducting (type 2), distributed at…

凝聚态物理 · 物理学 2009-10-31 Aninda Jiban Bhattacharyya , S. Tarafdar

A novel version of the Continuous-Time Random Walk (CTRW) model with memory is developed. This memory means the dependence between arbitrary number of successive jumps of the process, while waiting times between jumps are considered as…

数据分析、统计与概率 · 物理学 2016-12-16 Tomasz Gubiec , Ryszard Kutner

A two-dimensional array of independent random signs produces coalescing random walks. The position of the walk, starting at the origin, after N steps is a highly nonlinear, noise sensitive function of the signs. A typical term of its…

概率论 · 数学 2007-05-23 Boris Tsirelson

Initially developed in the framework of quantum stochastic calculus, the main equations of quantum stochastic filtering were later on derived as the limits of Markov models of discrete measurements under appropriate scaling. In many…

数学物理 · 物理学 2020-08-18 Vassili N. Kolokoltsov

It is proved that the distributions of scaling limits of Continuous Time Random Walks (CTRWs) solve integro-differential equations akin to Fokker-Planck Equations for diffusion processes. In contrast to previous such results, it is not…

概率论 · 数学 2016-07-20 Boris Baeumer , Peter Straka

In an attempt to extend the mode coupling theory (MCT) to lower temperatures, an Unified theory was proposed which within the MCT framework incorporated the activated dynamics via the random first order transition theory (RFOT). Here we…

软凝聚态物质 · 物理学 2020-01-08 Manoj Kumar Nandi , Sarika Maitra Bhattacharyya

The concept of continuous-time random walks (CTRW) is a generalization of ordinary random walk models, and it is a powerful tool for investigating a broad spectrum of phenomena in natural, engineering, social and economic sciences.…

统计力学 · 物理学 2015-06-12 Hamid Teimouri , Anatoly B. Kolomeisky

We consider a one-dimensional continuous time random walk (CTRW) on a fixed time interval $T$ where at each time step the walker waits a random time $\tau$, before performing a jump drawn from a symmetric continuous probability distribution…

统计力学 · 物理学 2016-04-15 Philippe Mounaix , Gregory Schehr , Satya N. Majumdar

Superslow diffusion, i.e., the long-time diffusion of particles whose mean-square displacement (variance) grows slower than any power of time, is studied in the framework of the decoupled continuous-time random walk model. We show that this…

统计力学 · 物理学 2010-11-24 S. I. Denisov , H. Kantz

The Continuous-Time Random Walk (CTRW) formalism can be adapted to encompass stochastic processes with memory. In this article we will show how the random combination of two different unbiased CTRWs can give raise to a process with clear…

数学物理 · 物理学 2011-11-30 Miquel Montero

We consider the hierarchic tree Random Energy Model with continuous branching and calculate the moments of the corresponding partition function. We establish the multifractal properties of those moments. We derive formulas for the normal…

统计力学 · 物理学 2015-06-12 David B. Saakian

We propose a picture of the fluctuations in branching random walks, which leads to predictions for the distribution of a random variable that characterizes the position of the bulk of the particles. We also interpret the $1/\sqrt{t}$…

无序系统与神经网络 · 物理学 2014-11-05 A. H. Mueller , S. Munier