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Computing reaction rates in biomolecular systems is a common goal of molecular dynamics simulations. The reactions considered often involve conformational changes in the molecule, either changes in the structure of a protein or the relative…

动力系统 · 数学 2013-07-03 Eric Darve , Ernest Ryu

In many biological situations, a species arriving from a remote source diffuses in a domain confined between two parallel surfaces until it finds a binding partner. Since such a geometric shape falls in between two- and three-dimensional…

化学物理 · 物理学 2019-11-05 Denis S. Grebenkov , Diego Krapf

In the setting of stochastic dynamical systems that eventually go extinct, the quasi-stationary distributions are useful to understand the long-term behavior of a system before evanescence. For a broad class of applicable continuous-time…

概率论 · 数学 2018-08-22 Mads Christian Hansen , Carsten Wiuf

In this note we consider a Markov chain formed by a finite system of interacting birth-and-death processes on a finite state space. We study an asymptotic behaviour of the Markov chain as its state space becomes large. In particular, we…

概率论 · 数学 2016-11-14 Vadim Shcherbakov , Anatoly Yambartsev

We study the long-time behavior of stochastic models with an absorbing state, conditioned on survival. For a large class of processes, in which saturation prevents unlimited growth, statistical properties of the surviving sample attain…

统计力学 · 物理学 2009-11-07 Ronald Dickman , Ronaldo Vidigal

Stochastic motion of particles in a highly unstable potential generates a number of diverging trajectories leading to undefined statistical moments of the particle position. This makes experiments challenging and breaks down a standard…

We develop a systematic matrix-analytic approach, based on intertwinings of Markov semigroups, for proving theorems about hitting-time distributions for finite-state Markov chains -- an approach that (sometimes) deepens understanding of the…

概率论 · 数学 2012-09-04 James Allen Fill , Vince Lyzinski

Binding and unbinding of ligands to specific sites of a macromolecule are one of the most elementary molecular interactions inside the cell that embody the computational processes of biological regulations. The interaction between…

分子网络 · 定量生物学 2011-11-10 Hidenori Kimura , Hiroyuki Okano , Reiko J. Tanaka

In this paper, we study quasi-stationary distributions of nonlinearly perturbed semi-Markov processes in discrete time. This type of distributions is of interest for the analysis of stochastic systems which have finite lifetimes, but are…

概率论 · 数学 2016-04-28 Mikael Petersson

We consider the reaction zone that grows between separated regions of diffusing species $A$ and $B$ that react according to $mA+nB\to 0$, within the framework of the mean-fieldlike reaction-diffusion equations. For distances from the centre…

凝聚态物理 · 物理学 2009-10-22 Stephen Cornell , Zbigniew Koza , Michel Droz

In this paper we consider the problem of computing the stationary distribution of nearly completely decomposable Markov processes, a well-established area in the classical theory of Markov processes with broad applications in the design,…

数值分析 · 数学 2025-06-19 Vasileios Kalantzis , Mark S. Squillante , Chai Wah Wu

Hypoelliptic diffusion processes can be used to model a variety of phenomena in applications ranging from molecular dynamics to audio signal analysis. We study parameter estimation for such processes in situations where we observe some…

统计方法学 · 统计学 2007-10-30 Y. Pokern , A. M. Stuart , P. Wiberg

We show that certain non-linear dynamical systems with non-linearities in the form of Hill functions, can be approximated by piecewise linear dynamical systems. The resulting piecewise systems have closed form solutions that can be used to…

分子网络 · 定量生物学 2012-01-11 Ajit Kumar , Krešimir Josić

In a general class of one dimensional random differential equation the convergence of the distribution function of the solution to stationary state distribution is studied. In particular it is proved the boundedness respectively the…

概率论 · 数学 2010-07-07 Gyorgy Steinbrecher , Xavier Garbet , Boris Weyssow

In this paper, we study the diffusion approximation for singularly perturbed stochastic reaction-diffusion equation with a fast oscillating term. The asymptotic limit for the original system is obtained, where an extra Gaussian term…

概率论 · 数学 2021-06-08 Longjie Xie , Li Yang

We study fluctuations in diffusion-limited reaction systems driven out of their stationary state. Using a numerically exact method, we investigate fluctuation ratios in various systems which differ by their level of violation of microscopic…

统计力学 · 物理学 2009-11-13 Sven Dorosz , Michel Pleimling

Reaction-diffusion equations are widely used to describe a variety of phenomena such as pattern formation and front propagation in biological, chemical and physical systems. In the one-dimensional model with a balanced bistable reaction…

偏微分方程分析 · 数学 2024-05-21 Raffaele Folino , Ramón G. Plaza , Marta Strani

Mathematically, it takes an infinite amount of time for the transient solution of a diffusion equation to transition from initial to steady state. Calculating a \textit{finite} transition time, defined as the time required for the transient…

数值分析 · 数学 2017-07-19 Elliot J. Carr

Assume that a stochastic processes can be approximated, when some scale parameter gets large, by a fluid limit (also called "mean field limit", or "hydrodynamic limit"). A common practice, often called the "fixed point approximation"…

动力系统 · 数学 2022-06-28 Jean-Yves Le Boudec

Reaction-diffusion systems where transition rates exhibit quenched disorder are common in physical and chemical systems. We study pair reactions on a periodic two-dimensional lattice, including continuous deposition and spontaneous…

无序系统与神经网络 · 物理学 2010-11-10 A. Wolff , I. Lohmar , J. Krug , Y. Frank , O. Biham