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 |
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