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非均匀介质中扩散的自平均与弱遍历性破缺

Self-averaging and weak ergodicity breaking of diffusion in heterogeneous media.

作者信息

Russian Anna, Dentz Marco, Gouze Philippe

机构信息

Dipartimento di Ingegneria Civile e Ambientale, Politecnico di Milano, Milano, Italy.

Spanish National Research Council (IDAEA-CSIC), 08034 Barcelona, Spain.

出版信息

Phys Rev E. 2017 Aug;96(2-1):022156. doi: 10.1103/PhysRevE.96.022156. Epub 2017 Aug 30.

Abstract

Diffusion in natural and engineered media is quantified in terms of stochastic models for the heterogeneity-induced fluctuations of particle motion. However, fundamental properties such as ergodicity and self-averaging and their dependence on the disorder distribution are often not known. Here, we investigate these questions for diffusion in quenched disordered media characterized by spatially varying retardation properties, which account for particle retention due to physical or chemical interactions with the medium. We link self-averaging and ergodicity to the disorder sampling efficiency R_{n}, which quantifies the number of disorder realizations a noise ensemble may sample in a single disorder realization. Diffusion for disorder scenarios characterized by a finite mean transition time is ergodic and self-averaging for any dimension. The strength of the sample to sample fluctuations decreases with increasing spatial dimension. For an infinite mean transition time, particle motion is weakly ergodicity breaking in any dimension because single particles cannot sample the heterogeneity spectrum in finite time. However, even though the noise ensemble is not representative of the single-particle time statistics, subdiffusive motion in q≥2 dimensions is self-averaging, which means that the noise ensemble in a single realization samples a representative part of the heterogeneity spectrum.

摘要

在自然和工程介质中的扩散是根据随机模型来量化的,该模型用于描述由非均匀性引起的粒子运动波动。然而,诸如遍历性和自平均等基本性质及其对无序分布的依赖性往往并不清楚。在这里,我们针对在具有空间变化延迟特性的淬火无序介质中的扩散研究这些问题,这种延迟特性解释了由于与介质的物理或化学相互作用导致的粒子滞留现象。我们将自平均和遍历性与无序采样效率(R_n)联系起来,(R_n)量化了噪声系综在单个无序实现中可能采样的无序实现数量。对于以有限平均跃迁时间为特征的无序情形,扩散在任何维度都是遍历性的且是自平均的。样本间波动的强度随空间维度的增加而减小。对于无限平均跃迁时间,粒子运动在任何维度都是弱遍历性破坏的,因为单个粒子无法在有限时间内采样非均匀性谱。然而,尽管噪声系综不代表单粒子时间统计,但在(q\geq2)维度中的亚扩散运动是自平均的,这意味着在单个实现中的噪声系综采样了非均匀性谱的一个代表性部分。

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