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相关论文: Continuous Time Random Walks (CTRWs): Simulation o…

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The fractional diffusion equation is derived from the master equation of continuous-time random walks (CTRWs) via a straightforward application of the Gnedenko-Kolmogorov limit theorem. The Cauchy problem for the fractional diffusion…

无序系统与神经网络 · 物理学 2016-11-23 Enrico Scalas , Rudolf Gorenflo , Francesco Mainardi , Marco Raberto

In this paper, we consider continuous-time quantum walks (CTQWs) on one-dimension ring lattice of N nodes in which every node is connected to its 2m nearest neighbors (m on either side). In the framework of the Bloch function ansatz, we…

量子物理 · 物理学 2009-11-13 Xinping Xu , Feng Liu

The paper presents a multidimensional model for nonlinear Markovian random walks that generalizes one we developed previously (Phys. Rev. E v.79, 011110, 2009) in order to describe the Levy type stochastic processes in terms of continuous…

统计力学 · 物理学 2015-05-13 Ihor Lubashevsky , Rudolf Friedrich , Andreas Heuer

Based on the theory of continuous time random walks (CTRW), we build the models of characterizing the transitions among anomalous diffusions with different diffusion exponents, often observed in natural world. In the CTRW framework, we take…

统计力学 · 物理学 2018-09-13 Trifce Sandev , Weihua Deng , Pengbo Xu

Quantum walks (QWs) exhibit different properties compared with classical random walks (RWs), most notably by linear spreading and localization. In the meantime, random walks that replicate quantum walks, which we refer to as…

Random walk is a fundamental concept with applications ranging from quantum physics to econometrics. Remarkably, one specific model of random walks appears to be ubiquitous across many fields as a tool to analyze transport phenomena in…

统计力学 · 物理学 2015-06-12 V. Zaburdaev , S. Denisov , J. Klafter

Discrete time quantum walks (DTQWs) are nontrivial generalizations of random walks with a broad scope of applications. In particular, they can be used as computational primitives, and they are suitable tools for simulating other quantum…

量子物理 · 物理学 2015-02-13 Bálint Kollár , Tamás Kiss , Igor Jex

Quantum walks, the quantum mechanical counterpart of classical random walks, is an advanced tool for building quantum algorithms that has been recently shown to constitute a universal model of quantum computation. Quantum walks is now a…

量子物理 · 物理学 2012-10-01 Salvador E. Venegas-Andraca

While the fat tailed jump size and the waiting time distributions characterizing individual human trajectories strongly suggest the relevance of the continuous time random walk (CTRW) models of human mobility, no one seriously believes that…

无序系统与神经网络 · 物理学 2015-03-17 Chaoming Song , Tal Koren , Pu Wang , Albert-László Barabási

We introduce the quantum stochastic walk (QSW), which determines the evolution of generalized quantum mechanical walk on a graph that obeys a quantum stochastic equation of motion. Using an axiomatic approach, we specify the rules for all…

量子物理 · 物理学 2011-02-09 César A. Rodríguez-Rosario , James D. Whitfield , Alán Aspuru-Guzik

A central task in many applications is reasoning about processes that change in a continuous time. The mathematical framework of Continuous Time Markov Processes provides the basic foundations for modeling such systems. Recently, Nodelman…

人工智能 · 计算机科学 2012-07-02 Tal El-Hay , Nir Friedman , Daphne Koller , Raz Kupferman

We consider a continuous-time random walk which is defined as an interpolation of a random walk on a point process on the real line. The distances between neighboring points of the point process are i.i.d. random variables in the normal…

概率论 · 数学 2020-01-08 Alessandra Bianchi , Marco Lenci , Françoise Pène

We derive the generalized master equation for reaction-diffusion on networks from an underlying stochastic process, the continuous time random walk (CTRW). The non-trivial incorporation of the reaction process into the CTRW is achieved by…

动力系统 · 数学 2013-03-12 Christopher N. Angstmann , Isaac C. Donnelly , Bruce I. Henry

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

Starting from a continuous time random walk (CTRW) model of particles that may evanesce as they walk, our goal is to arrive at macroscopic integro-differential equations for the probability density for a particle to be found at point r at…

统计力学 · 物理学 2015-05-14 E. Abad , S. B. Yuste , Katja Lindenberg

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

The uncoupled Continuous Time Random Walk (CTRW) in one space-dimension and under power law regime is splitted into three distinct random walks: (rw_1), a random walk along the line of natural time, happening in operational time; (rw_2), a…

概率论 · 数学 2011-04-21 Rudolf Gorenflo , Francesco Mainardi

The behavior of a spin undergoing Larmor precession in the presence of fluctuating fields is of interest to workers in many fields. The fluctuating fields cause frequency shifts and relaxation which are related to their power spectrum,…

统计力学 · 物理学 2016-06-15 Christopher M. Swank , Alexander K. Petukhov , Robert Golub

A L\'evy random medium, in a given space, is a random point process where the distances between points, a.k.a. targets, are long-tailed. Random walks visiting the targets of a L\'evy random medium have been used to model many (physical,…

概率论 · 数学 2022-08-19 Marco Lenci

Quantum walks are powerful tools not only to construct the quantum speedup algorithms but also to describe specific models in physical processes. Furthermore, the discrete time quantum walk has been experimentally realized in various…

量子物理 · 物理学 2010-06-29 Yutaka Shikano , Kota Chisaki , Etsuo Segawa , Norio Konno