Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components.
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| Title: | Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components. |
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| Authors: | Wikner, Alexander1 (AUTHOR) awikner1@umd.edu, Pathak, Jaideep1 (AUTHOR), Hunt, Brian R.2,3 (AUTHOR), Szunyogh, Istvan4 (AUTHOR), Girvan, Michelle1,3,5 (AUTHOR), Ott, Edward1,5,6 (AUTHOR) |
| Source: | Chaos. May2021, Vol. 31 Issue 5, p1-11. 11p. |
| Database: | Mathematics Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: msf DbLabel: Mathematics Source An: 150575302 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=msf&AN=150575302 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1063/5.0048050 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 11 StartPage: 1 Titles: – TitleFull: Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wikner, Alexander – PersonEntity: Name: NameFull: Pathak, Jaideep – PersonEntity: Name: NameFull: Hunt, Brian R. – PersonEntity: Name: NameFull: Szunyogh, Istvan – PersonEntity: Name: NameFull: Girvan, Michelle – PersonEntity: Name: NameFull: Ott, Edward IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: May2021 Type: published Y: 2021 Identifiers: – Type: issn-print Value: 10541500 Numbering: – Type: volume Value: 31 – Type: issue Value: 5 Titles: – TitleFull: Chaos Type: main |
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