Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems.
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| Title: | Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems. |
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| Authors: | Wikner, Alexander1 (AUTHOR) awikner1@umd.edu, Pathak, Jaideep1 (AUTHOR), Hunt, Brian2,3 (AUTHOR), Girvan, Michelle1,2 (AUTHOR), Arcomano, Troy4 (AUTHOR), Szunyogh, Istvan4 (AUTHOR), Pomerance, Andrew5 (AUTHOR), Ott, Edward1,6 (AUTHOR) |
| Source: | Chaos. May2020, Vol. 30 Issue 5, p1-16. 16p. 6 Color Photographs, 5 Diagrams, 2 Charts, 4 Graphs. |
| 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: 143522621 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Wikner%2C+Alexander%22">Wikner, Alexander</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> awikner1@umd.edu</i><br /><searchLink fieldCode="AR" term="%22Pathak%2C+Jaideep%22">Pathak, Jaideep</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hunt%2C+Brian%22">Hunt, Brian</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Girvan%2C+Michelle%22">Girvan, Michelle</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Arcomano%2C+Troy%22">Arcomano, Troy</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Szunyogh%2C+Istvan%22">Szunyogh, Istvan</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pomerance%2C+Andrew%22">Pomerance, Andrew</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ott%2C+Edward%22">Ott, Edward</searchLink><relatesTo>1,6</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Chaos%22">Chaos</searchLink>. May2020, Vol. 30 Issue 5, p1-16. 16p. 6 Color Photographs, 5 Diagrams, 2 Charts, 4 Graphs. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=msf&AN=143522621 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1063/5.0005541 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 16 StartPage: 1 Titles: – TitleFull: Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wikner, Alexander – PersonEntity: Name: NameFull: Pathak, Jaideep – PersonEntity: Name: NameFull: Hunt, Brian – PersonEntity: Name: NameFull: Girvan, Michelle – PersonEntity: Name: NameFull: Arcomano, Troy – PersonEntity: Name: NameFull: Szunyogh, Istvan – PersonEntity: Name: NameFull: Pomerance, Andrew – PersonEntity: Name: NameFull: Ott, Edward IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: May2020 Type: published Y: 2020 Identifiers: – Type: issn-print Value: 10541500 Numbering: – Type: volume Value: 30 – Type: issue Value: 5 Titles: – TitleFull: Chaos Type: main |
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