Empirical study of the effects of physics-guided machine learning on freeway traffic flow modelling: model comparisons using field data.
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| Title: | Empirical study of the effects of physics-guided machine learning on freeway traffic flow modelling: model comparisons using field data. |
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| Authors: | Zhang, Zhao1 (AUTHOR), Yuan, Yun1 (AUTHOR), Li, Mingchen2 (AUTHOR), Lu, Pan3 (AUTHOR), Yang, Xianfeng Terry1,4 (AUTHOR) xtyang@umd.edu |
| Source: | Transportmetrica A: Transport Science. Jun2025, Vol. 21 Issue 2, p1-28. 28p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 185300935 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Empirical study of the effects of physics-guided machine learning on freeway traffic flow modelling: model comparisons using field data. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Zhao%22">Zhang, Zhao</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yuan%2C+Yun%22">Yuan, Yun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Mingchen%22">Li, Mingchen</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lu%2C+Pan%22">Lu, Pan</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yang%2C+Xianfeng+Terry%22">Yang, Xianfeng Terry</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<i> xtyang@umd.edu</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Transportmetrica+A%3A+Transport+Science%22">Transportmetrica A: Transport Science</searchLink>. Jun2025, Vol. 21 Issue 2, p1-28. 28p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=185300935 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1080/23249935.2023.2264949 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 28 StartPage: 1 Titles: – TitleFull: Empirical study of the effects of physics-guided machine learning on freeway traffic flow modelling: model comparisons using field data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhang, Zhao – PersonEntity: Name: NameFull: Yuan, Yun – PersonEntity: Name: NameFull: Li, Mingchen – PersonEntity: Name: NameFull: Lu, Pan – PersonEntity: Name: NameFull: Yang, Xianfeng Terry IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 23249935 Numbering: – Type: volume Value: 21 – Type: issue Value: 2 Titles: – TitleFull: Transportmetrica A: Transport Science Type: main |
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