Continuum percolation of overlapping disks with a distribution of radii having a power-law tail
Abstract
We study the continuum percolation problem of overlapping disks with a distribution of radii having a power-law tail; the probability that a given disk has a radius between R and R+dR is proportional to R-(a+1), where a>2. We show that in the low-density nonpercolating phase, the two-point function shows a power-law decay with distance, even at arbitrarily low densities of the disks, unlike the exponential decay in the usual percolation problem. As in the problem of fluids with long-range interaction, we argue that in our problem, the critical exponents take their short-range values for a>3-ηsr whereas they depend on a for a<3-ηsr where ηsr is the anomalous dimension for the usual percolation problem. The mean-field regime obtained in the fluid problem corresponds to the fully covered regime, a≤2, in the percolation problem. We propose an approximate renormalization scheme to determine the correlation length exponent ν and the percolation threshold. We carry out Monte Carlo simulations and determine the exponent ν as a function of a. The determined values of ν show that it is independent of the parameter a for a>3-ηsr and is equal to that for the lattice percolation problem, whereas ν varies with a for 2<a<3-ηsr. We also determine the percolation threshold of the system as a function of the parameter a.
- Publication:
-
Physical Review E
- Pub Date:
- August 2013
- DOI:
- 10.1103/PhysRevE.88.022140
- arXiv:
- arXiv:1302.0085
- Bibcode:
- 2013PhRvE..88b2140S
- Keywords:
-
- 64.60.ah;
- 02.50.Ey;
- 05.10.Ln;
- 05.70.Fh;
- Percolation;
- Stochastic processes;
- Monte Carlo methods;
- Phase transitions: general studies;
- Condensed Matter - Statistical Mechanics
- E-Print:
- 7 pages, 8 figures