Learning governing equations of unobserved states in dynamical systems

Grigorian, Gevik; George, Sandip V.; Arridge, Simon

Learning governing equations of unobserved states in dynamical systems

dc.contributor.author	Grigorian, Gevik
dc.contributor.author	George, Sandip V.
dc.contributor.author	Arridge, Simon
dc.contributor.institution	University of Aberdeen.Physics	en
dc.date.accessioned	2025-05-12T10:10:45Z
dc.date.available	2025-05-12T10:10:45Z
dc.date.issued	2025-02-01
dc.description.status	Peer reviewed	en
dc.format.extent	19
dc.format.extent	5072746
dc.identifier	301299108
dc.identifier	a5679a5f-3005-489b-8298-92da63e10ff2
dc.identifier	85212591341
dc.identifier.citation	Grigorian, G, George, S V & Arridge, S 2025, 'Learning governing equations of unobserved states in dynamical systems', Physica D: Nonlinear Phenomena, vol. 472, 134499. https://doi.org/10.1016/j.physd.2024.134499	en
dc.identifier.doi	10.1016/j.physd.2024.134499
dc.identifier.issn	0167-2789
dc.identifier.other	ORCID: /0000-0003-1549-8289/work/183474813
dc.identifier.uri	https://hdl.handle.net/2164/25399
dc.identifier.url	http://www.scopus.com/inward/record.url?scp=85212591341&partnerID=8YFLogxK	en
dc.identifier.vol	472	en
dc.language.iso	eng
dc.relation.ispartof	Physica D: Nonlinear Phenomena	en
dc.subject	Dynamical systems	en
dc.subject	Hybrid neural ODE	en
dc.subject	Scientific machine learning	en
dc.subject	Symbolic regression	en
dc.subject	Time series	en
dc.subject	QC Physics	en
dc.subject	Statistical and Nonlinear Physics	en
dc.subject	Mathematical Physics	en
dc.subject	Condensed Matter Physics	en
dc.subject	Applied Mathematics	en
dc.subject	Supplementary Data	en
dc.subject	DAS	en
dc.subject.lcc	QC	en
dc.title	Learning governing equations of unobserved states in dynamical systems	en
dc.type	Journal article	en

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