Quasi-stationary distribution and metastability for the stochastic Becker-Döring model

Erwan Hingant, R. Yvinec
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引用次数: 2

Abstract

We study a stochastic version of the classical Becker-Doring model, a well-known kinetic model for cluster formation that predicts the existence of a long-lived metastable state before a thermodynamically unfavorable nucleation occurs, leading to a phase transition phenomena. This continuous-time Markov chain model has received little attention, compared to its deterministic differential equations counterpart. We show that the stochastic formulation leads to a precise and quantitative description of stochastic nucleation events thanks to an exponentially ergodic quasi-stationary distribution for the process conditionally on nucleation has not yet occurred.
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随机Becker-Döring模型的准平稳分布和亚稳态
我们研究了经典贝克-多林模型的随机版本,这是一个众所周知的簇形成动力学模型,预测在热力学上不利的成核发生之前存在一个长寿命的亚稳态,导致相变现象。与确定性微分方程相比,这种连续时间马尔可夫链模型很少受到关注。我们表明,随机公式导致了随机成核事件的精确和定量描述,这要归功于在成核尚未发生的条件下,过程的指数遍遍准平稳分布。
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