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On the vanishing of homology in random Čech complexes
Authors:Omer Bobrowski  Shmuel Weinberger
Affiliation:1. Department of Electrical EngineeringTechnion ‐ Israel Institute of Technology;2. Department of MathematicsUniversity of Chicago
Abstract:We compute the homology of random ?ech complexes over a homogeneous Poisson process on the d‐dimensional torus, and show that there are, coarsely, two phase transitions. The first transition is analogous to the Erd?s ‐Rényi phase transition, where the ?ech complex becomes connected. The second transition is where all the other homology groups are computed correctly (almost simultaneously). Our calculations also suggest a finer measurement of scales, where there is a further refinement to this picture and separation between different homology groups. © 2016 Wiley Periodicals, Inc. Random Struct. Alg., 51, 14–51, 2017
Keywords:random topology  simplicial complexes  topological data analysis  homology
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