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Nonlinearity + Networks: A 2020 Vision

I briefly survey several fascinating topics in networks and nonlinearity. I highlight a few methods and ideas, including several of personal interest, that I anticipate to be especially important during the next several years. These topics include temporal networks (in which a network’s entities and...

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Autor principal: Porter, Mason A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7258850/
http://dx.doi.org/10.1007/978-3-030-44992-6_6
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author Porter, Mason A.
author_facet Porter, Mason A.
author_sort Porter, Mason A.
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description I briefly survey several fascinating topics in networks and nonlinearity. I highlight a few methods and ideas, including several of personal interest, that I anticipate to be especially important during the next several years. These topics include temporal networks (in which a network’s entities and/or their interactions change in time), stochastic and deterministic dynamical processes on networks, adaptive networks (in which a dynamical process on a network is coupled to dynamics of network structure), and network structure and dynamics that include “higher-order” interactions (which involve three or more entities in a network). I draw examples from a variety of scenarios, including contagion dynamics, opinion models, waves, and coupled oscillators.
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spelling pubmed-72588502020-05-29 Nonlinearity + Networks: A 2020 Vision Porter, Mason A. Emerging Frontiers in Nonlinear Science Article I briefly survey several fascinating topics in networks and nonlinearity. I highlight a few methods and ideas, including several of personal interest, that I anticipate to be especially important during the next several years. These topics include temporal networks (in which a network’s entities and/or their interactions change in time), stochastic and deterministic dynamical processes on networks, adaptive networks (in which a dynamical process on a network is coupled to dynamics of network structure), and network structure and dynamics that include “higher-order” interactions (which involve three or more entities in a network). I draw examples from a variety of scenarios, including contagion dynamics, opinion models, waves, and coupled oscillators. 2020-05-30 /pmc/articles/PMC7258850/ http://dx.doi.org/10.1007/978-3-030-44992-6_6 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Porter, Mason A.
Nonlinearity + Networks: A 2020 Vision
title Nonlinearity + Networks: A 2020 Vision
title_full Nonlinearity + Networks: A 2020 Vision
title_fullStr Nonlinearity + Networks: A 2020 Vision
title_full_unstemmed Nonlinearity + Networks: A 2020 Vision
title_short Nonlinearity + Networks: A 2020 Vision
title_sort nonlinearity + networks: a 2020 vision
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7258850/
http://dx.doi.org/10.1007/978-3-030-44992-6_6
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