Statistical topology of three-dimensional Poisson-Voronoi cells and cell boundary networks
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 250000000 cells to provide topological and geometrical statistics of this important class...
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| Published in | Physical review. E, Statistical, nonlinear, and soft matter physics Vol. 88; no. 6; p. 063309 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
20.12.2013
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| Online Access | Get more information |
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| Summary: | 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 250000000 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. |
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| ISSN: | 1550-2376 |
| DOI: | 10.1103/physreve.88.063309 |