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Condensed Matter > Statistical Mechanics

Title: A non-absorbing SIR stochastic lattice gas model on hybrid lattices

Abstract: In this paper, we perform Monte Carlo calculations to study the critical behavior of the spread of infectious diseases through a novel approach to the SIR epidemiological model. A stochastic lattice gas version of the model was applied on hybrid lattices which, in turn, are generated from typical square lattices when inserting a connection probability p that a given lattice site has both first- and second-nearest-neighbor interactions. By combining percolation theory and finite-size scaling analysis, we estimate both the critical threshold and leading critical exponent ratios of the non-absorbing SIR model in different cases of hybrid lattices. An analysis of the average size of the percolating cluster of recovered individuals, as well as the size distribution of non-percolating clusters, was carried out to determine the universality class of the model.
Comments: 10 pages, 20 figures
Subjects: Statistical Mechanics (cond-mat.stat-mech)
Cite as: arXiv:2110.01054 [cond-mat.stat-mech]
  (or arXiv:2110.01054v1 [cond-mat.stat-mech] for this version)

Submission history

From: Carlos Handrey A. Ferraz [view email]
[v1] Sun, 3 Oct 2021 17:49:19 GMT (928kb)
[v2] Tue, 30 Nov 2021 16:57:43 GMT (1021kb)

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