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accelECR: AI for accelerators

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774/R-013 (CERN)

774/R-013

CERN

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accelECR: AI for accelerators
Zoom Meeting ID
67301027281
Host
Lina Valle
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Zoom URL
    • Introduction
      Conveners: Laurence Matthew Wroe (CERN), Lina Valle
      260216_Intro.pdf
      260216_Intro.pptx
    • AI for Accelerators
      Conveners: Laurence Matthew Wroe (CERN), Lina Valle
      • 1
        Research and Particle Accelerators in the era of AI
        Speaker: Verena Kain (CERN)
      • 2
        Autopilots for Accelerators: Quantum Reinforcement Learning and Bayesian Optimisation for Beam Control

        This talk presents two complementary routes toward autonomous beam control in particle accelerators. One explores quantum reinforcement learning as a longer-term research frontier. The other demonstrates a concrete engineering application of Bayesian optimisation to Multi-Turn Extraction in the CERN PS.

        Speaker: Michael Schenk (CERN)
        accelECR_schenk_feb_26.pdf
        accelECR_schenk_feb_26.pptx
    • Casual Q&A and Mingle