Statistical Topology of Three-Dimensional Poisson-Voronoi Cells and Cell Boundary Networks
Abstract
Voronoi tessellations of Poisson point processes are widely used for modeling many types of physical and biological systems. In this paper, we analyze simulated Poisson-Voronoi structures containing a total of 250,000,000 cells to provide topological and geometrical statistics of this important class of networks. We also report correlations between some of these topological and geometrical measures. Using these results, we are able to corroborate several conjectures regarding the properties of three-dimensional Poisson-Voronoi networks and refute others. In many cases, we provide accurate fits to these data to aid further analysis. We also demonstrate that topological measures represent powerful tools for describing cellular networks and for distinguishing among different types of networks.
Keywords
Cite
@article{arxiv.1401.1736,
title = {Statistical Topology of Three-Dimensional Poisson-Voronoi Cells and Cell Boundary Networks},
author = {Emanuel A. Lazar and Jeremy K. Mason and Robert D. MacPherson and David J. Srolovitz},
journal= {arXiv preprint arXiv:1401.1736},
year = {2014}
}
Comments
15 pages, 19 figures, Supplemental Material included