Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning.
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| Title: | Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning. |
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| Authors: | Kaiser J; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany. jan.kaiser@desy.de., Xu C; Karlsruhe Institute of Technology KIT, Karlsruhe, Germany., Eichler A; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.; Hamburg University of Technology, 21073, Hamburg, Germany., Santamaria Garcia A; Karlsruhe Institute of Technology KIT, Karlsruhe, Germany., Stein O; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany., Bründermann E; Karlsruhe Institute of Technology KIT, Karlsruhe, Germany., Kuropka W; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany., Dinter H; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany., Mayet F; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany., Vinatier T; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany., Burkart F; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany., Schlarb H; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany. |
| Source: | Scientific reports [Sci Rep] 2024 Jul 08; Vol. 14 (1), pp. 15733. Date of Electronic Publication: 2024 Jul 08. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 38977749 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Kaiser+J%22">Kaiser J</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany. jan.kaiser@desy.de.<br /><searchLink fieldCode="AU" term="%22Xu+C%22">Xu C</searchLink>; Karlsruhe Institute of Technology KIT, Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Eichler+A%22">Eichler A</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.; Hamburg University of Technology, 21073, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Santamaria+Garcia+A%22">Santamaria Garcia A</searchLink>; Karlsruhe Institute of Technology KIT, Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Stein+O%22">Stein O</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Bründermann+E%22">Bründermann E</searchLink>; Karlsruhe Institute of Technology KIT, Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Kuropka+W%22">Kuropka W</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Dinter+H%22">Dinter H</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Mayet+F%22">Mayet F</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Vinatier+T%22">Vinatier T</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Burkart+F%22">Burkart F</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Schlarb+H%22">Schlarb H</searchLink>; Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2024 Jul 08; Vol. 14 (1), pp. 15733. <i>Date of Electronic Publication: </i>2024 Jul 08. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE; PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=38977749 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-024-66263-y Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 15733 Titles: – TitleFull: Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Kaiser J – PersonEntity: Name: NameFull: Xu C – PersonEntity: Name: NameFull: Eichler A – PersonEntity: Name: NameFull: Santamaria Garcia A – PersonEntity: Name: NameFull: Stein O – PersonEntity: Name: NameFull: Bründermann E – PersonEntity: Name: NameFull: Kuropka W – PersonEntity: Name: NameFull: Dinter H – PersonEntity: Name: NameFull: Mayet F – PersonEntity: Name: NameFull: Vinatier T – PersonEntity: Name: NameFull: Burkart F – PersonEntity: Name: NameFull: Schlarb H IsPartOfRelationships: – BibEntity: Dates: – D: 08 M: 07 Text: 2024 Jul 08 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 14 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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