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用于扩展介质中异常扩散的连续时间随机行走模型。

Continuous-time random-walk model for anomalous diffusion in expanding media.

机构信息

Departamento de Física and Instituto de Computación Científica Avanzada (ICCAEX), Universidad de Extremadura, E-06071 Badajoz, Spain.

Departamento de Física Aplicada and Instituto de Computación Científica Avanzada (ICCAEX), Centro Universitario de Mérida and Universidad de Extremadura, E-06800 Mérida, Spain.

出版信息

Phys Rev E. 2017 Sep;96(3-1):032117. doi: 10.1103/PhysRevE.96.032117. Epub 2017 Sep 12.

DOI:10.1103/PhysRevE.96.032117
PMID:29347028
Abstract

Expanding media are typical in many different fields, e.g., in biology and cosmology. In general, a medium expansion (contraction) brings about dramatic changes in the behavior of diffusive transport properties such as the set of positional moments and the Green's function. Here, we focus on the characterization of such effects when the diffusion process is described by the continuous-time random-walk (CTRW) model. As is well known, when the medium is static this model yields anomalous diffusion for a proper choice of the probability density function (pdf) for the jump length and the waiting time, but the behavior may change drastically if a medium expansion is superimposed on the intrinsic random motion of the diffusing particle. For the case where the jump length and the waiting time pdfs are long-tailed, we derive a general bifractional diffusion equation which reduces to a normal diffusion equation in the appropriate limit. We then study some particular cases of interest, including Lévy flights and subdiffusive CTRWs. In the former case, we find an analytical exact solution for the Green's function (propagator). When the expansion is sufficiently fast, the contribution of the diffusive transport becomes irrelevant at long times and the propagator tends to a stationary profile in the comoving reference frame. In contrast, for a contracting medium a competition between the spreading effect of diffusion and the concentrating effect of contraction arises. In the specific case of a subdiffusive CTRW in an exponentially contracting medium, the latter effect prevails for sufficiently long times, and all the particles are eventually localized at a single point in physical space. This "big crunch" effect, totally absent in the case of normal diffusion, stems from inefficient particle spreading due to subdiffusion. We also derive a hierarchy of differential equations for the moments of the transport process described by the subdiffusive CTRW model in an expanding medium. From this hierarchy, the full time evolution of the second-order moment is obtained for some specific types of expansion. In the case of an exponential expansion, exact recurrence relations for the Laplace-transformed moments are obtained, whence the long-time behavior of moments of arbitrary order is subsequently inferred. Our analytical and numerical results for both Lévy flights and subdiffusive CTRWs confirm the intuitive expectation that the medium expansion hinders the mixing of diffusive particles occupying separate regions. In the case of Lévy flights, we quantify this effect by means of the so-called "Lévy horizon."

摘要

扩展介质在许多不同领域中很常见,例如在生物学和宇宙学中。一般来说,介质的膨胀(收缩)会导致扩散输运性质的行为发生剧烈变化,例如位置矩集和格林函数。在这里,我们专注于描述当扩散过程由连续时间随机游走(CTRW)模型描述时的这种效应。众所周知,当介质是静态的时,对于跳跃长度和等待时间的概率密度函数(pdf)的适当选择,该模型会产生反常扩散,但如果在扩散粒子的固有随机运动上叠加介质扩展,则行为可能会发生剧烈变化。对于跳跃长度和等待时间 pdf 为长尾的情况,我们推导出了一个一般的双分数扩散方程,该方程在适当的极限下简化为正常扩散方程。然后,我们研究了一些感兴趣的特定情况,包括 Lévy 飞行和亚扩散 CTRW。在前一种情况下,我们为格林函数(传播器)找到了一个解析精确解。当扩展足够快时,在长时间内扩散输运的贡献变得无关紧要,并且传播器在共动参考系中趋于稳定轮廓。相反,对于收缩介质,扩散的扩散效应和收缩的集中效应之间存在竞争。在指数收缩介质中的亚扩散 CTRW 的特定情况下,对于足够长的时间,后一种效应占主导地位,所有粒子最终都位于物理空间中的单个点上。这种“大挤压”效应在正常扩散的情况下完全不存在,源于由于亚扩散导致的粒子扩散效率低下。我们还为在扩展介质中描述亚扩散 CTRW 的输运过程的矩推导了一个微分方程的层次结构。从这个层次结构中,我们获得了一些特定类型扩展的二阶矩的完整时间演化。在指数扩展的情况下,获得了拉普拉斯变换矩的精确递归关系,从而推断出任意阶矩的长时间行为。我们对 Lévy 飞行和亚扩散 CTRW 的分析和数值结果都证实了这样的直观预期,即介质的扩展阻碍了占据不同区域的扩散粒子的混合。在 Lévy 飞行的情况下,我们通过所谓的“ Lévy 地平线”来量化这种效应。

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