English

Distance traveled by random walkers before absorption in a random medium

Statistical Mechanics 2009-11-11 v3 Disordered Systems and Neural Networks

Abstract

We consider the penetration length ll of random walkers diffusing in a medium of perfect or imperfect absorbers of number density ρ\rho. We solve this problem on a lattice and in the continuum in all dimensions DD, by means of a mean-field renormalization group. For a homogeneous system in D>2D>2, we find that lmax(ξ,ρ1/2)l\sim \max(\xi,\rho^{-1/2}), where ξ\xi is the absorber density correlation length. The cases of D=1 and D=2 are also treated. In the presence of long-range correlations, we estimate the temporal decay of the density of random walkers not yet absorbed. These results are illustrated by exactly solvable toy models, and extensive numerical simulations on directed percolation, where the absorbers are the active sites. Finally, we discuss the implications of our results for diffusion limited aggregation (DLA), and we propose a more effective method to measure ll in DLA clusters.

Keywords

Cite

@article{arxiv.cond-mat/0604456,
  title  = {Distance traveled by random walkers before absorption in a random medium},
  author = {David S. Dean and Clément Sire and Julien Sopik},
  journal= {arXiv preprint arXiv:cond-mat/0604456},
  year   = {2009}
}

Comments

Final version: also considers the case of imperfect absorbers

R2 v1 2026-07-22T11:31:21.998Z