Data-driven forecasting of high-dimensional chaotic systems with long short-Term memory networks
dc.contributor.author
Vlachas, Pantelis Rafail
dc.contributor.author
Byeon, Wonmin
dc.contributor.author
Wan, Zhong Y.
dc.contributor.author
Sapsis, Themistoklis P.
dc.contributor.author
Koumoutsakos, Petros
dc.date.accessioned
2018-06-20T12:16:39Z
dc.date.available
2018-06-08T07:07:12Z
dc.date.available
2018-06-20T12:16:39Z
dc.date.issued
2018-05
dc.identifier.issn
1471-2946
dc.identifier.other
10.1098/rspa.2017.0844
en_US
dc.identifier.uri
http://hdl.handle.net/20.500.11850/268533
dc.language.iso
en
en_US
dc.publisher
Royal Society
dc.subject
data-driven forecasting
en_US
dc.subject
long short-term memory
en_US
dc.subject
Gaussian processes
en_US
dc.subject
T21 barotropic climate model
en_US
dc.subject
Lorenz 96
en_US
dc.title
Data-driven forecasting of high-dimensional chaotic systems with long short-Term memory networks
en_US
dc.type
Journal Article
dc.date.published
2018-05-23
ethz.journal.title
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
ethz.journal.volume
474
en_US
ethz.journal.issue
2213
en_US
ethz.journal.abbreviated
Proc. R. Soc. A.
ethz.pages.start
20170844
en_US
ethz.size
20 p.
en_US
ethz.identifier.wos
ethz.identifier.scopus
ethz.publication.place
London
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02130 - Dep. Maschinenbau und Verfahrenstechnik / Dep. of Mechanical and Process Eng.::03499 - Koumoutsakos, Petros (ehemalig) / Koumoutsakos, Petros (former)
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00003 - Schulleitung und Dienste::00022 - Bereich VP Forschung / Domain VP Research::02803 - Collegium Helveticum / Collegium Helveticum
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02130 - Dep. Maschinenbau und Verfahrenstechnik / Dep. of Mechanical and Process Eng.::03499 - Koumoutsakos, Petros (ehemalig) / Koumoutsakos, Petros (former)
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00003 - Schulleitung und Dienste::00022 - Bereich VP Forschung / Domain VP Research::02803 - Collegium Helveticum / Collegium Helveticum
ethz.date.deposited
2018-06-08T07:07:27Z
ethz.source
SCOPUS
ethz.eth
yes
en_US
ethz.availability
Metadata only
en_US
ethz.rosetta.installDate
2018-06-20T12:16:42Z
ethz.rosetta.lastUpdated
2024-02-02T05:08:42Z
ethz.rosetta.versionExported
true
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