Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature

The analysis of networks and network processes can require low-dimensional representations, possible for specific structures only. The authors propose a geometric formalism which allows to unfold the mechanisms of dynamical processes propagation in various networks, relevant for control and communit...

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Autores principales:	Adam Gosztolai, Alexis Arnaudon
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/fed1b63a075347f5926d4c59c9363d26
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spelling	oai:doaj.org-article:fed1b63a075347f5926d4c59c9363d262021-12-02T16:14:24ZUnfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature10.1038/s41467-021-24884-12041-1723https://doaj.org/article/fed1b63a075347f5926d4c59c9363d262021-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-24884-1https://doaj.org/toc/2041-1723The analysis of networks and network processes can require low-dimensional representations, possible for specific structures only. The authors propose a geometric formalism which allows to unfold the mechanisms of dynamical processes propagation in various networks, relevant for control and community detection.Adam GosztolaiAlexis ArnaudonNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-11 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Adam Gosztolai Alexis Arnaudon Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature
description	The analysis of networks and network processes can require low-dimensional representations, possible for specific structures only. The authors propose a geometric formalism which allows to unfold the mechanisms of dynamical processes propagation in various networks, relevant for control and community detection.
format	article
author	Adam Gosztolai Alexis Arnaudon
author_facet	Adam Gosztolai Alexis Arnaudon
author_sort	Adam Gosztolai
title	Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature
title_short	Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature
title_full	Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature
title_fullStr	Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature
title_full_unstemmed	Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature
title_sort	unfolding the multiscale structure of networks with dynamical ollivier-ricci curvature
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/fed1b63a075347f5926d4c59c9363d26
work_keys_str_mv	AT adamgosztolai unfoldingthemultiscalestructureofnetworkswithdynamicalollivierriccicurvature AT alexisarnaudon unfoldingthemultiscalestructureofnetworkswithdynamicalollivierriccicurvature
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Unfolding the multiscale structure of networks with dynamical Ollivier-Ricci curvature

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