Numerical study of diffusion on a random-mixed-bond lattice

Devora Holder, Harvey Scher, and Brian Berkowitz
Phys. Rev. E 77, 031119 – Published 18 March 2008

Abstract

Diffusion on lattices with random mixed bonds in two and three dimensions is reconsidered using a random walk (RW) algorithm, which is equivalent to the master equation. In this numerical study the main focus is on the simple case of two different transition rates W1,W2 along bonds between sites. Although analysis of diffusion and transport on this type of disordered medium, especially for the case of one-bond pure percolation (i.e., W1=0), comprises a sizable subliterature, we exhibit additional basic results for the two-bond case: When the probability p of W2 replacing W1 in a lattice of W1 bonds is below the percolation threshold pc, the mean square displacement r2 is a nonlinear function of time t. A best fit to the lnr2 vs lnt plot is a straight line with the value of the slope varying with p,Δ,d, where ΔW2/W1 and d is the dimension, i.e., r2t1+η(p,Δ,d) with η>0 for Δ>1. In other terms, all the diffusion (Dr2/2ttη) is anomalous superdiffusion for p<pc and Δ>1 for d=2,3. Previous work in the literature for d=2 with a different RW algorithm established an effective diffusion constant Deff, which was shown to scale as (pcp)1/2. However, the anomalous nature (time dependence) of D(t) becomes manifest with an expanded regime of t, increased range of Δ, and the use of our algorithm. The nature of the superdiffusion is related to the percolation cluster geometry and Lévy walks.

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  • Received 5 November 2007

DOI:https://doi.org/10.1103/PhysRevE.77.031119

©2008 American Physical Society

Authors & Affiliations

Devora Holder*, Harvey Scher, and Brian Berkowitz

  • Department of Environmental Sciences and Energy Research, Weizmann Institute of Science, Rehovot, Israel

  • *devora.holder@weizmann.ac.il
  • harvey.scher@weizmann.ac.il
  • brian.berkowitz@weizmann.ac.il

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Issue

Vol. 77, Iss. 3 — March 2008

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