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    2nd workshop on Artificial Intelligence for the Electron Ion Collider

    10–14 Oct 2022
    William & Mary, Raymond A. Mason School of Business, Alan B. Miller Hall
    US/Eastern timezone
    Artificial Intelligence for the Electron Ion Collider

    Contacts

    Session

    AI/ML for Design

    10 Oct 2022, 14:00
    room 1019 (William & Mary, Raymond A. Mason School of Business, Alan B. Miller Hall )

    room 1019

    William & Mary, Raymond A. Mason School of Business, Alan B. Miller Hall

    101 Ukrop Way, Williamsburg, VA 23185

    Conveners

    AI/ML for Design

    • Wouter Deconinck (University of Manitoba)
    • Evaristo Cisbani (Italian National Institute of Heath and Italian Institute of Nuclear Physics)

    Presentation materials

    There are no materials yet.

    1. 1. Tutorial on Ax/Botorch: Multi-Objective Optimization
      Max Balandat (Meta/AI Facebook )
      10/10/2022, 14:00
    2. 2. Adaptive experimentation to assist detector design at EIC: from ECCE to ePIC and beyond
      karthik suresh (University of Regina)
      10/10/2022, 14:55
    3. 5. AI-driven detector design for the EIC
      Benjamin Nachman
      10/10/2022, 15:20
    4. 3. ML application for beam optics control in the LHC
      Elena Fol (CERN)
      10/10/2022, 16:00

      Particle accelerator optimization problems deal with non-linear,
      multi-objective functions which depend on thousands of time-varying machine components and settings. These properties often meet the limitations of traditional optimization methods and make this problem a perfect candidate for
      application of ML-based techniques. In this talk I will present, how ML can improve the control of the...

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    5. 4. AI/ML overview for accelerator design activities
      Todd Satogata (Jefferson Lab)
      10/10/2022, 16:25
    Building timetable...