Rodriguez Mateos, Borja - Search Results

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CONTINUOUS DATA-DRIVEN CONTROL OF THE GTS-LHC ION SOURCE AT CERN / Kuchler, Detlef (CERN) ; Kain, Verena (CERN) ; Bruchon, Niky ; Rodriguez Mateos, Borja (Universitat Politecnica Catalunya (ES)) ; Schenk, Michael (CERN)
Recent advances with the CERN infrastructure for machine learning allow to deploy state-of-the-art data-driven control algorithms for stabilising and optimising particle accelerator systems. [...]
CERN-ACC-NOTE-2024-0023. - 2024

Hierarchical Reinforcement Learning to control the AWAKE Electron Beamline / Rodriguez Mateos, Borja
New generation particle accelerators are increasingly more complex and have more stringent re- quirements on parameter quality and efficiency [...]
CERN-THESIS-2023-333 - 69.

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