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.
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
Description
ISSN:2045-2322
DOI:10.1038/s41598-024-66263-y