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For a class of one-dimensional mass transport models we present a simple and direct test on the chipping functions, which define the probabilities for mass to be transferred to neighbouring sites, to determine whether the stationary…

统计力学 · 物理学 2009-11-10 R. K. P. Zia , M. R. Evans , Satya N. Majumdar

To understand the long-run behavior of Markov population models, the computation of the stationary distribution is often a crucial part. We propose a truncation-based approximation that employs a state-space lumping scheme, aggregating…

机器学习 · 统计学 2021-05-05 Michael Backenköhler , Luca Bortolussi , Gerrit Großmann , Verena Wolf

We study a reaction-diffusion equation with an integral term describing nonlocal consumption of resources. We show that a homogeneous equilibrium can lose its stability resulting in appearance of stationary spatial structures. It is a new…

偏微分方程分析 · 数学 2007-05-23 Stephane Genieys , Vitaly Volpert , Pierre Auger

We introduce and analyze a new class of monotone stochastic recursions in a regenerative environment which is essentially broader than that of Markov chains. We prove stability theorems and apply our results {to three canonical models in…

概率论 · 数学 2022-02-22 Sergey Foss , Vsevolod Shneer , Jonathan P. Thomas , Tim Worrall

Time-resolved single-cell omics data offers high-throughput, genome-wide measurements of cellular states, which are instrumental to reverse-engineer the processes underpinning cell fate. Such technologies are inherently destructive,…

机器学习 · 计算机科学 2026-02-04 Stephen Zhang , Suryanarayana Maddu , Xiaojie Qiu , Victor Chardès

Random population dynamics with catastrophes (events pertaining to possible elimination of a large portion of the population) has a long history in the mathematical literature. In this paper we study an ergodic model for random population…

概率论 · 数学 2019-03-13 Iddo Ben-Ari , Alexander Roitershtein , Rinaldo B. Schinazi

It is known that the stationary distribution of the random walk process is dependent on the structure of the network. This could provide us a solution of the network reconstruction. However, the stationary distribution of the random walk…

物理与社会 · 物理学 2016-03-17 Zhe He , Ming Li , Rui-Jie Xu , Bing-Hong Wang

We present a computational framework to investigate steady state distributions and perform stability analysis for random ordinary differential equations driven by parameter uncertainty. Using the nonlinear Rosenzweig McArthur predator prey…

动力系统 · 数学 2026-03-05 Wolfgang Hoegele

We present here a general framework, expressed by a system of nonlinear differential equations, suitable for the modelling of taxation and redistribution in a closed (trading market) society. This framework allows to describe the evolution…

物理与社会 · 物理学 2011-09-06 Maria Letizia Bertotti , Giovanni Modanese

We study the Stochastic Thermodynamics of cell growth and division using a theoretical framework based on branching processes with resetting. Cell division may be split into two sub-processes: branching, by which a given cell gives birth to…

统计力学 · 物理学 2023-03-01 Arthur Genthon , Reinaldo García-García , David Lacoste

The purpose of this article is to derive the crossover from the Ornstein-Uhlenbeck process to energy solutions of the stochastic Burgers equation with characteristic operators given in terms of fractional operators, such as the regional…

概率论 · 数学 2024-12-16 Pedro Cardoso , Patrícia Gonçalves

We are interested in the dynamics of a population structured by a phenotypic trait. Individuals reproduce sexually, which is represented by a non-linear integral operator. This operator is combined to a multiplicative operator representing…

偏微分方程分析 · 数学 2021-04-14 Gaël Raoul

We formulate a statistical-mechanical description of a recently introduced random planting model in which plants are represented by growing hard disks. Seedlings of negligible size are introduced at random positions in a field, grow at a…

统计力学 · 物理学 2026-02-17 Julian Talbot

We study the spreading of initially localized states in a nonlinear disordered lattice described by the nonlinear Schr\"odinger equation with random on-site potentials - a nonlinear generalization of the Anderson model of localization. We…

无序系统与神经网络 · 物理学 2010-05-11 M. Mulansky , A. Pikovsky

The pinning of flux lattices by weak impurity disorder is studied in the absence of free dislocations using both the gaussian variational method and, to $O(\epsilon=4-d)$, the functional renormalization group. We find universal logarithmic…

凝聚态物理 · 物理学 2009-10-22 T. Giamarchi , P. Le Doussal

Stochastic models of surface growth are usually based on randomly choosing a substrate site to perform iterative steps, as in the etching model [1]. In this paper I modify the etching model to perform sequential, instead of random,…

统计力学 · 物理学 2017-07-19 Bernardo A. Mello

The stationary state of a stochastic process on a ring can be expressed using traces of monomials of an associative algebra defined by quadratic relations. If one considers only exclusion processes one can restrict the type of algebras and…

统计力学 · 物理学 2009-10-30 Peter F. Arndt , Thomas Heinzel , Vladimir Rittenberg

Current questions in ecology revolve around instabilities in the dynamics on spatial networks and particularly the effect of node heterogeneity. We extend the Master Stability Function formalism to inhomogeneous biregular networks having…

种群与进化 · 定量生物学 2022-04-27 Alexander Krauß , Thilo Gross , Barbara Drossel

In a regression setup with deterministic design, we study the pure aggregation problem and introduce a natural extension from the Gaussian distribution to distributions in the exponential family. While this extension bears strong…

机器学习 · 统计学 2012-06-06 Philippe Rigollet

Recently several authors have proposed stochastic models of the growth of the Web graph that give rise to power-law distributions. These models are based on the notion of preferential attachment leading to the ``rich get richer''…

无序系统与神经网络 · 物理学 2007-05-23 Mark Levene , Trevor Fenner , George Loizou , Richard Wheeldon
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