Leveraging prior mean models for faster Bayesian optimization of particle accelerators.
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| Title: | Leveraging prior mean models for faster Bayesian optimization of particle accelerators. |
|---|---|
| Authors: | Boltz, Tobias1 (AUTHOR) tboltz@slac.stanford.edu, Martinez, Jose L.2 (AUTHOR) jl.mrtnz.mrn@gmail.com, Xu, Connie3 (AUTHOR), Baker, Kathryn R. L.4 (AUTHOR), Zhu, Zihan1 (AUTHOR), Morgan, Jenny1 (AUTHOR), Roussel, Ryan1 (AUTHOR), Ratner, Daniel1 (AUTHOR), Mustapha, Brahim2 (AUTHOR), Edelen, Auralee L.1 (AUTHOR) |
| Source: | Scientific Reports. 4/10/2025, Vol. 15 Issue 1, p1-14. 14p. |
| 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: 184451733 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=asn&AN=184451733 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-95297-z Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1 Titles: – TitleFull: Leveraging prior mean models for faster Bayesian optimization of particle accelerators. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Boltz, Tobias – PersonEntity: Name: NameFull: Martinez, Jose L. – PersonEntity: Name: NameFull: Xu, Connie – PersonEntity: Name: NameFull: Baker, Kathryn R. L. – PersonEntity: Name: NameFull: Zhu, Zihan – PersonEntity: Name: NameFull: Morgan, Jenny – PersonEntity: Name: NameFull: Roussel, Ryan – PersonEntity: Name: NameFull: Ratner, Daniel – PersonEntity: Name: NameFull: Mustapha, Brahim – PersonEntity: Name: NameFull: Edelen, Auralee L. IsPartOfRelationships: – BibEntity: Dates: – D: 10 M: 04 Text: 4/10/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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