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示踪粒子在多孔介质中运动的可解连续时间随机游走模型。

Solvable continuous-time random walk model of the motion of tracer particles through porous media.

作者信息

Fouxon Itzhak, Holzner Markus

机构信息

Institute of Environmental Engineering, ETH Zurich, 15 Wolfgang-Pauli-Strasse, 8093 Zurich, Switzerland.

Institute of Mechanical Science, Vilnius Gediminas Technical University, 28 J. Basanaviiaus Street, 03224 Vilnius, Lithuania.

出版信息

Phys Rev E. 2016 Aug;94(2-1):022132. doi: 10.1103/PhysRevE.94.022132. Epub 2016 Aug 22.

Abstract

We consider the continuous-time random walk (CTRW) model of tracer motion in porous medium flows based on the experimentally determined distributions of pore velocity and pore size reported by Holzner et al. [M. Holzner et al., Phys. Rev. E 92, 013015 (2015)PLEEE81539-375510.1103/PhysRevE.92.013015]. The particle's passing through one channel is modeled as one step of the walk. The step (channel) length is random and the walker's velocity at consecutive steps of the walk is conserved with finite probability, mimicking that at the turning point there could be no abrupt change of velocity. We provide the Laplace transform of the characteristic function of the walker's position and reductions for different cases of independence of the CTRW's step duration τ, length l, and velocity v. We solve our model with independent l and v. The model incorporates different forms of the tail of the probability density of small velocities that vary with the model parameter α. Depending on that parameter, all types of anomalous diffusion can hold, from super- to subdiffusion. In a finite interval of α, ballistic behavior with logarithmic corrections holds, which was observed in a previously introduced CTRW model with independent l and τ. Universality of tracer diffusion in the porous medium is considered.

摘要

我们基于霍尔兹纳等人[M. Holzner等人,《物理评论E》92, 013015 (2015年),PLEEE81539 - 3755,10.1103/PhysRevE.92.013015]报告的孔隙速度和孔隙大小的实验测定分布,考虑多孔介质流中示踪剂运动的连续时间随机游走(CTRW)模型。粒子通过一个通道被建模为游走的一步。步长(通道长度)是随机的,并且游走者在连续步骤中的速度以有限概率守恒,模拟在转折点速度不会突然变化的情况。我们给出了游走者位置特征函数的拉普拉斯变换以及CTRW步长时间τ、长度l和速度v不同独立情况的简化形式。我们求解了l和v独立的模型。该模型包含了随模型参数α变化的小速度概率密度尾部的不同形式。根据该参数,所有类型的反常扩散都可能成立,从超扩散到亚扩散。在α的有限区间内,存在带有对数修正的弹道行为,这在之前引入的l和τ独立的CTRW模型中被观察到。我们考虑了多孔介质中示踪剂扩散的普适性。

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