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We present the path integral formulation of a broad class of generalized diffusion processes. Employing the path integral we derive exact expressions for the path probability densities and joint probability distributions for the class of…

统计力学 · 物理学 2011-10-27 Rudolf Friedrich , Stephan Eule

Linear theory of stationary response in thermal systems subjected to external perturbations requires to find equilibrium correlation function of the responding system variable in the absence of external perturbations. Studies of the…

统计力学 · 物理学 2014-09-24 Igor Goychuk

We consider problems in which a system receives external \emph{perturbations} from time to time. For instance, the system can be a train network in which particular lines are repeatedly disrupted without warning, having an effect on…

机器学习 · 计算机科学 2019-08-21 Nicolo Colombo , Ricardo Silva , Soong M Kang , Arthur Gretton

We discuss the problem of the equivalence between Continuous Time Random Walk (CTRW) and Generalized Master Equation (GME). The walker, making instantaneous jumps from one site of the lattice to another, resides in each site for extended…

统计力学 · 物理学 2009-11-10 Paolo Allegrini , Gerardo Aquino , Paolo Grigolini , Luigi Palatella , Angelo Rosa

We study normal diffusive and subdiffusive processes in a harmonic potential (Ornstein-Uhlenbeck process) on a uniformly growing/contracting domain. Our starting point is a recently derived fractional Fokker-Planck equation, which covers…

统计力学 · 物理学 2019-07-31 F. Le Vot , S. B. Yuste , E. Abad

Anomalous diffusion, in particular subdiffusion, is frequently invoked as a mechanism of motion in dense biological media, and may have a significant impact on the kinetics of binding/unbinding events at the cellular level. In this work we…

统计力学 · 物理学 2015-06-10 S. B. Yuste , E. Abad , K. Lindenberg

Let $(\{X_i(t)\}_{i\in \mathbb{Z}^d})_{t\geq 0}$ be the system of interacting diffusions on $[0,\infty)$ defined by the following collection of coupled stochastic differential equations: \begin{eqnarray}dX_i(t)=\sum\limits_{j\in…

概率论 · 数学 2007-08-22 A. Greven , F. den Hollander

We consider the dynamics of the disordered trap model, which is known to be completely out-of-equilibrium and to present strong localization effects in its aging phase. We are interested into the influence of an external force, when it is…

凝聚态物理 · 物理学 2009-11-10 Cecile Monthus

Aging is a ubiquitous relaxation dynamic in disordered materials. It ensues after a rapid quench from an equilibrium "fluid" state into a non-equilibrium, history-dependent jammed state. We propose a physically motivated description that…

软凝聚态物质 · 物理学 2018-08-29 Stefan Boettcher , Dominic M. Robe , Paolo Sibani

Intermittent stochastic processes appear in a wide field, such as chemistry, biology, ecology, and computer science. This paper builds up the theory of intermittent continuous time random walk (CTRW) and L\'{e}vy walk, in which the…

统计力学 · 物理学 2020-03-20 Tian Zhou , Pengbo Xu , Weihua Deng

An intense research on financial market microstructure is presently in progress. Continuous time random walks (CTRWs) are general models capable to capture the small-scale properties that high frequency data series show. The use of CTRW…

物理与社会 · 物理学 2008-12-02 Miquel Montero , Jaume Masoliver

We study financial distributions within the framework of the continuous time random walk (CTRW). We review earlier approaches and present new results related to overnight effects as well as the generalization of the formalism which embodies…

统计力学 · 物理学 2008-12-02 Jaume Masoliver , Miquel Montero , Josep Perello , George H. Weiss

The problem of a random walk in a disordered media is mapped into a model of a random walk with memory. The latter model, as opposed to the former one, does not make reference to a particular realization of the disorder. The equivalence of…

凝聚态物理 · 物理学 2009-10-28 Michele Vendruscolo , Matteo Marsili

Due to its ability to summarise 'real-time' epidemic behaviour, the time-dependent reproduction number, Rt, is a useful metric for tracking pathogen transmission and quantifying the effects of interventions during infectious disease…

种群与进化 · 定量生物学 2026-03-12 Ioana Bouros , Robin Thompson , David Gavaghan , Ben Lambert

We consider the general problem of the first passage distribution of particles whose displacements are subject to time delays. We show that this problem gives rise to a \emph{propagation-dispersion equation} which is obtained as the…

统计力学 · 物理学 2009-11-10 Jean Pierre Boon , Patrick Grosfils , James F. Lutsko

The purpose of this tutorial is to introduce the main concepts behind normal and anomalous diffusion. Starting from simple, but well known experiments, a series of mathematical modeling tools are introduced, and the relation between them is…

混沌动力学 · 物理学 2008-05-06 Loukas Vlahos , Heinz Isliker , Yannis Kominis , Kyriakos Hizanidis

Many out of equilibrium phenomena, such as diffusion-limited reactions or target search processes, are controlled by first-passage events. So far the general determination of the mean first-passage time (FPT) to a target in confinement has…

统计力学 · 物理学 2018-08-29 N. Levernier , O. Bénichou , T. Guérin , R. Voituriez

Starting from the model of continuous time random walk, we focus our interest on random walks in which the probability distributions of the waiting times and jumps have fat tails characterized by power laws with exponent between 0 and 1 for…

概率论 · 数学 2008-01-03 Rudolf Gorenflo , Entsar A. A. Abdel-Rehim

Functionals of Brownian/non-Brownian motions have diverse applications and attracted a lot of interest of scientists. This paper focuses on deriving the forward and backward fractional Feynman-Kac equations describing the distribution of…

数据分析、统计与概率 · 物理学 2016-04-06 Xiaochao Wu , Weihua Deng , Eli Barkai

Anomalous diffusions arise as scaling limits of continuous-time random walks (CTRWs) whose innovation times are distributed according to a power law. The impact of a non-exponential waiting time does not vanish with time and leads to…

证券定价 · 定量金融 2020-04-13 Antoine Jacquier , Lorenzo Torricelli