The geometry of percolation fronts in two-dimensional lattices with spatially varying densities

Percolation theory is usually applied to lattices with a uniform probability p that a site is occupied or that a bond is closed. The more general case, where p is a function of the position x , has received less attention. Previous studies with long-range spatial variations in p ( x ) have only inve...

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Main Authors: Michael T Gastner, Beáta Oborny
Format: Article
Language:English
Published: IOP Publishing 2012-01-01
Series:New Journal of Physics
Online Access:https://doi.org/10.1088/1367-2630/14/10/103019
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author Michael T Gastner
Beáta Oborny
author_facet Michael T Gastner
Beáta Oborny
author_sort Michael T Gastner
collection DOAJ
description Percolation theory is usually applied to lattices with a uniform probability p that a site is occupied or that a bond is closed. The more general case, where p is a function of the position x , has received less attention. Previous studies with long-range spatial variations in p ( x ) have only investigated cases where p has a finite, non-zero gradient at the critical point p _c . Here we extend the theory to two-dimensional cases in which the gradient can change from zero to infinity. We present scaling laws for the width and length of the hull (i.e. the boundary of the spanning cluster). We show that the scaling exponents for the width and the length depend on the shape of p ( x ), but they always have a constant ratio 4/3 so that the hull's fractal dimension D  = 7/4 is invariant. On this basis, we derive and verify numerically an asymptotic expression for the probability h ( x ) that a site at a given distance x from p _c is on the hull.
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spelling doaj.art-3801f51375b9454f8cf20b86daccf2c02023-08-08T11:07:49ZengIOP PublishingNew Journal of Physics1367-26302012-01-01141010301910.1088/1367-2630/14/10/103019The geometry of percolation fronts in two-dimensional lattices with spatially varying densitiesMichael T Gastner0Beáta Oborny1Department of Mathematics, Complexity and Networks Programme, Imperial College London, South Kensington Campus, London SW7 2AZ, UK; Department of Engineering Mathematics, University of Bristol , Merchant Venturers Building, Woodland Road, Bristol BS8 1UB, UKDepartment of Plant Taxonomy, Ecology and Theoretical Biology, Eötvös Lorand University , Pázmány sétány 1/C, Budapest H-1117, HungaryPercolation theory is usually applied to lattices with a uniform probability p that a site is occupied or that a bond is closed. The more general case, where p is a function of the position x , has received less attention. Previous studies with long-range spatial variations in p ( x ) have only investigated cases where p has a finite, non-zero gradient at the critical point p _c . Here we extend the theory to two-dimensional cases in which the gradient can change from zero to infinity. We present scaling laws for the width and length of the hull (i.e. the boundary of the spanning cluster). We show that the scaling exponents for the width and the length depend on the shape of p ( x ), but they always have a constant ratio 4/3 so that the hull's fractal dimension D  = 7/4 is invariant. On this basis, we derive and verify numerically an asymptotic expression for the probability h ( x ) that a site at a given distance x from p _c is on the hull.https://doi.org/10.1088/1367-2630/14/10/103019
spellingShingle Michael T Gastner
Beáta Oborny
The geometry of percolation fronts in two-dimensional lattices with spatially varying densities
New Journal of Physics
title The geometry of percolation fronts in two-dimensional lattices with spatially varying densities
title_full The geometry of percolation fronts in two-dimensional lattices with spatially varying densities
title_fullStr The geometry of percolation fronts in two-dimensional lattices with spatially varying densities
title_full_unstemmed The geometry of percolation fronts in two-dimensional lattices with spatially varying densities
title_short The geometry of percolation fronts in two-dimensional lattices with spatially varying densities
title_sort geometry of percolation fronts in two dimensional lattices with spatially varying densities
url https://doi.org/10.1088/1367-2630/14/10/103019
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