Chaos as an intermittently forced linear system

The huge amount of data generated in fields like neuroscience or finance calls for effective strategies that mine data to reveal underlying dynamics. Here Brunton et al.develop a data-driven technique to analyze chaotic systems and predict their dynamics in terms of a forced linear model.

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Autores principales:	Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor, Eurika Kaiser, J. Nathan Kutz
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/ae9e7d04e6aa4c9f8cd998dd33b77dcc
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spelling	oai:doaj.org-article:ae9e7d04e6aa4c9f8cd998dd33b77dcc2021-12-02T14:16:47ZChaos as an intermittently forced linear system10.1038/s41467-017-00030-82041-1723https://doaj.org/article/ae9e7d04e6aa4c9f8cd998dd33b77dcc2017-05-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-00030-8https://doaj.org/toc/2041-1723The huge amount of data generated in fields like neuroscience or finance calls for effective strategies that mine data to reveal underlying dynamics. Here Brunton et al.develop a data-driven technique to analyze chaotic systems and predict their dynamics in terms of a forced linear model.Steven L. BruntonBingni W. BruntonJoshua L. ProctorEurika KaiserJ. Nathan KutzNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-9 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Steven L. Brunton Bingni W. Brunton Joshua L. Proctor Eurika Kaiser J. Nathan Kutz Chaos as an intermittently forced linear system
description	The huge amount of data generated in fields like neuroscience or finance calls for effective strategies that mine data to reveal underlying dynamics. Here Brunton et al.develop a data-driven technique to analyze chaotic systems and predict their dynamics in terms of a forced linear model.
format	article
author	Steven L. Brunton Bingni W. Brunton Joshua L. Proctor Eurika Kaiser J. Nathan Kutz
author_facet	Steven L. Brunton Bingni W. Brunton Joshua L. Proctor Eurika Kaiser J. Nathan Kutz
author_sort	Steven L. Brunton
title	Chaos as an intermittently forced linear system
title_short	Chaos as an intermittently forced linear system
title_full	Chaos as an intermittently forced linear system
title_fullStr	Chaos as an intermittently forced linear system
title_full_unstemmed	Chaos as an intermittently forced linear system
title_sort	chaos as an intermittently forced linear system
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/ae9e7d04e6aa4c9f8cd998dd33b77dcc
work_keys_str_mv	AT stevenlbrunton chaosasanintermittentlyforcedlinearsystem AT bingniwbrunton chaosasanintermittentlyforcedlinearsystem AT joshualproctor chaosasanintermittentlyforcedlinearsystem AT eurikakaiser chaosasanintermittentlyforcedlinearsystem AT jnathankutz chaosasanintermittentlyforcedlinearsystem
_version_	1718391686206324736

Chaos as an intermittently forced linear system

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