Taming out-of-equilibrium dynamics on interconnected networks

A wide variety of social, biological or technological systems can be described as processes taking place on networked structures in continuous interaction with other networks. We propose here a new methodology to describe, anticipate and manage, in real time, the out-of-equilibrium dynamics of proce...

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Detalhes bibliográficos
Autores: Buldú, Javier M., Pablo-Martí, Federico, Aguirre, Jacobo
Tipo de documento: artigo
Estado:Versão publicada
Data de publicação:2019
País:España
Recursos:Consejo Superior de Investigaciones Científicas (CSIC)
Repositório:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/241299
Acesso em linha:http://hdl.handle.net/10261/241299
Access Level:Acceso aberto
Palavra-chave:Applied mathematics
Applied physics
Biological physics
Complex networks
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spelling Taming out-of-equilibrium dynamics on interconnected networksBuldú, Javier M.Pablo-Martí, FedericoAguirre, JacoboApplied mathematicsApplied physicsBiological physicsComplex networksA wide variety of social, biological or technological systems can be described as processes taking place on networked structures in continuous interaction with other networks. We propose here a new methodology to describe, anticipate and manage, in real time, the out-of-equilibrium dynamics of processes that evolve on interconnected networks. This goal is achieved through the full analytical treatment of the phenomenology and its reduction to a two-dimensional flux diagram, allowing us to predict at every time step the dynamical consequences of modifying the links between the different ensembles. Our results are consistent with real data and the methodology can be translated to clustered networks and/or interconnected networks of any size, topology or origin, from the struggle for knowledge on innovation structures to international economic relations or disease spreading on social groups.We acknowledge the assistance of D. Peralta-Salas in the analytical computations, fruitful conversations with P. Catalán, J.A. Cuesta, F.M. Dopico, S. Manrubia, A.-L. Sanz and P. Yubero, and the support of the Spanish Ministerio de Economía y Competitividad under projects FIS2014-57686-P (ViralESS), CSO2016-74888-C4-4-R (CITiTALENT), FIS2017-89773-P (MiMevo) and FIS2017-84151-P. J.A. is supported through grant SEV-2013-0347.Springer NatureMinisterio de Economía y Competitividad (España)Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]2021202120192021info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/241299reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/FIS2014-57686-Pinfo:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/CSO2016-74888-C4-4-Rinfo:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/SEV-2013-0347info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/FIS2017-84151-P.http://dx.doi.org/10.1038/s41467-019-13291-2Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/2412992026-05-22T06:33:51Z
dc.title.none.fl_str_mv Taming out-of-equilibrium dynamics on interconnected networks
title Taming out-of-equilibrium dynamics on interconnected networks
spellingShingle Taming out-of-equilibrium dynamics on interconnected networks
Buldú, Javier M.
Applied mathematics
Applied physics
Biological physics
Complex networks
title_short Taming out-of-equilibrium dynamics on interconnected networks
title_full Taming out-of-equilibrium dynamics on interconnected networks
title_fullStr Taming out-of-equilibrium dynamics on interconnected networks
title_full_unstemmed Taming out-of-equilibrium dynamics on interconnected networks
title_sort Taming out-of-equilibrium dynamics on interconnected networks
dc.creator.none.fl_str_mv Buldú, Javier M.
Pablo-Martí, Federico
Aguirre, Jacobo
author Buldú, Javier M.
author_facet Buldú, Javier M.
Pablo-Martí, Federico
Aguirre, Jacobo
author_role author
author2 Pablo-Martí, Federico
Aguirre, Jacobo
author2_role author
author
dc.contributor.none.fl_str_mv Ministerio de Economía y Competitividad (España)
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Applied mathematics
Applied physics
Biological physics
Complex networks
topic Applied mathematics
Applied physics
Biological physics
Complex networks
description A wide variety of social, biological or technological systems can be described as processes taking place on networked structures in continuous interaction with other networks. We propose here a new methodology to describe, anticipate and manage, in real time, the out-of-equilibrium dynamics of processes that evolve on interconnected networks. This goal is achieved through the full analytical treatment of the phenomenology and its reduction to a two-dimensional flux diagram, allowing us to predict at every time step the dynamical consequences of modifying the links between the different ensembles. Our results are consistent with real data and the methodology can be translated to clustered networks and/or interconnected networks of any size, topology or origin, from the struggle for knowledge on innovation structures to international economic relations or disease spreading on social groups.
publishDate 2019
dc.date.none.fl_str_mv 2019
2021
2021
2021
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
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status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/241299
url http://hdl.handle.net/10261/241299
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
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info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/CSO2016-74888-C4-4-R
info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/SEV-2013-0347
info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/FIS2017-84151-P.
http://dx.doi.org/10.1038/s41467-019-13291-2
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Springer Nature
publisher.none.fl_str_mv Springer Nature
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