First contact percolation

We study a version of first passage percolation on Z<sup>d</sup> where the random passage times on the edges are replaced by contact times represented by random closed sets on R. Similarly to the contact process without recovery, an infection can spread into the system along increasing sequences of contact times. In case of stationary contact times, we can identify associated first passage percolation models, which in turn establish shape theorems also for first contact percolation. In case of periodic contact times that reflect some reoccurring daily pattern, we also present shape theorems with limiting shapes that are universal with respect to the within-one-day contact distribution. In this case, we also prove a Poisson approximation for increasing numbers of within-one-day contacts. Finally, we present a comparison of the limiting speeds of three models -- all calibrated to have one expected contact per day -- that suggests that less randomness is beneficial for the speed of the infection. The proofs rest on coupling and subergodicity arguments.

Publication Details

Journal
Weierstraß-Institut für Angewandte Analysis und Stochastik
Published
2025-01-01
DOI
https://doi.org/10.20347/wias.preprint.3164
Primary Topic
Stochastic processes and statistical mechanics
Type
article
Field-Weighted Citation Impact
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article

First contact percolation

Weierstraß-Institut für Angewandte Analysis und Stochastik
Stochastic processes and statistical mechanics
article

First contact percolation

article en

Abstract

We study a version of first passage percolation on Z<sup>d</sup> where the random passage times on the edges are replaced by contact times represented by random closed sets on R. Similarly to the contact process without recovery, an infection can spread into the system along increasing sequences of contact times. In case of stationary contact times, we can identify associated first passage percolation models, which in turn establish shape theorems also for first contact percolation. In case of periodic contact times that reflect some reoccurring daily pattern, we also present shape theorems with limiting shapes that are universal with respect to the within-one-day contact distribution. In this case, we also prove a Poisson approximation for increasing numbers of within-one-day contacts. Finally, we present a comparison of the limiting speeds of three models -- all calibrated to have one expected contact per day -- that suggests that less randomness is beneficial for the speed of the infection. The proofs rest on coupling and subergodicity arguments.

Weierstraß-Institut für Angewandte Analysis und Stochastik
Openalex Percentile: Top 48%
Stochastic processes and statistical mechanics
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