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Critical properties of the SIS model on the clustered homophilic network

The spreading of epidemics in complex networks has been a subject of renewed interest of several scientific branches. In this regard, we have focused our attention on the study of the susceptible–infected–susceptible (SIS) model, within a Monte Carlo numerical simulation approach, representing the s...

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Autores principales: Santos, F.L., Almeida, M.L., Albuquerque, E.L., Macedo-Filho, A., Lyra, M.L., Fulco, U.L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7427564/
https://www.ncbi.nlm.nih.gov/pubmed/32834437
http://dx.doi.org/10.1016/j.physa.2020.125067
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author Santos, F.L.
Almeida, M.L.
Albuquerque, E.L.
Macedo-Filho, A.
Lyra, M.L.
Fulco, U.L.
author_facet Santos, F.L.
Almeida, M.L.
Albuquerque, E.L.
Macedo-Filho, A.
Lyra, M.L.
Fulco, U.L.
author_sort Santos, F.L.
collection PubMed
description The spreading of epidemics in complex networks has been a subject of renewed interest of several scientific branches. In this regard, we have focused our attention on the study of the susceptible–infected–susceptible (SIS) model, within a Monte Carlo numerical simulation approach, representing the spreading of epidemics in a clustered homophilic network. The competition between infection and recovery that drives the system either to an absorbing or to an active phase is analyzed. We estimate the static critical exponents [Formula: see text] , [Formula: see text] and [Formula: see text] , through finite-size scaling (FSS) analysis of the order parameter [Formula: see text] and its fluctuations, showing that they differ from those associated with the contact process on a scale-free network, as well as those predicted by the heterogeneous mean-field theory.
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spelling pubmed-74275642020-08-14 Critical properties of the SIS model on the clustered homophilic network Santos, F.L. Almeida, M.L. Albuquerque, E.L. Macedo-Filho, A. Lyra, M.L. Fulco, U.L. Physica A Article The spreading of epidemics in complex networks has been a subject of renewed interest of several scientific branches. In this regard, we have focused our attention on the study of the susceptible–infected–susceptible (SIS) model, within a Monte Carlo numerical simulation approach, representing the spreading of epidemics in a clustered homophilic network. The competition between infection and recovery that drives the system either to an absorbing or to an active phase is analyzed. We estimate the static critical exponents [Formula: see text] , [Formula: see text] and [Formula: see text] , through finite-size scaling (FSS) analysis of the order parameter [Formula: see text] and its fluctuations, showing that they differ from those associated with the contact process on a scale-free network, as well as those predicted by the heterogeneous mean-field theory. Elsevier B.V. 2020-12-01 2020-08-14 /pmc/articles/PMC7427564/ /pubmed/32834437 http://dx.doi.org/10.1016/j.physa.2020.125067 Text en © 2020 Elsevier B.V. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Santos, F.L.
Almeida, M.L.
Albuquerque, E.L.
Macedo-Filho, A.
Lyra, M.L.
Fulco, U.L.
Critical properties of the SIS model on the clustered homophilic network
title Critical properties of the SIS model on the clustered homophilic network
title_full Critical properties of the SIS model on the clustered homophilic network
title_fullStr Critical properties of the SIS model on the clustered homophilic network
title_full_unstemmed Critical properties of the SIS model on the clustered homophilic network
title_short Critical properties of the SIS model on the clustered homophilic network
title_sort critical properties of the sis model on the clustered homophilic network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7427564/
https://www.ncbi.nlm.nih.gov/pubmed/32834437
http://dx.doi.org/10.1016/j.physa.2020.125067
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