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ARIES APEC & iFAST SMART PAF Brainstorming and Strategy Workshop

March 29, 2022 to April 1, 2022
Europe/Zurich timezone

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Contribution List

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  1. 22. Welcome drink & dinner
    3/29/22, 8:00 PM

    Meeting at the entrance of the building

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  2. 1. iFAST welcome and intro
    Frank Zimmermann (CERN)
    3/30/22, 9:00 AM
  3. 2. Dark sector landscape - SHIP, SHIP upgrades, "eSPS" and others
    Richard Jacobsson (CERN)
    3/30/22, 9:20 AM
  4. 4. Gamma factory concepts and atomic clocks for the dark sector
    Mieczyslaw Witold Krasny (LPNHE, Sorbonne University, Paris, Centre National de la Recherche Scientifique (FR) and CERN)
    3/30/22, 11:30 AM
  5. 3. The Dark Sector and Searches in Forward Physics
    Felix Kling (DESY), Felix Kling (University of California, Irvine)
    3/30/22, 1:30 PM
  6. 5. What advanced accelerators could do and possible beam parameters for high energies
    Ralph Wolfgang Assmann (DESY)
    3/30/22, 2:05 PM
  7. 6. Dark sector activities at Fermilab and in the USA ?
    Vladimir Shiltsev
    3/30/22, 2:55 PM
  8. 20. Dark sector proposals from around the globe & Discussions
    3/30/22, 4:20 PM
  9. 7. Hybrid EDM ring and axions?
    Christian Carli (CERN)
    3/31/22, 9:00 AM
  10. 9. Visions on the future requirements for physics research
    Mieczyslaw Witold Krasny (LPNHE, Sorbonne University, Paris, Centre National de la Recherche Scientifique (FR) and CERN)
    3/31/22, 9:45 AM
  11. 8. Discussion: Beam requirements and accelerators for the dark sector
    3/31/22, 11:00 AM
  12. 10. Open Space
    3/31/22, 12:15 PM
  13. 11. Machine learning landscape
    Rasmus Ischebeck (Paul Scherrer Institut)
    3/31/22, 1:30 PM
  14. 12. Machine learning challenges
    Giuliano Franchetti
    3/31/22, 2:15 PM
  15. 14. Adaptive Machine Learning for Time Dependent Effects in Accelerators
    Alexander Scheinker
    3/31/22, 2:45 PM
  16. 21. Machine learning /AI for accelerators at Fermilab and surroundings?
    Vladimir Shiltsev, Vladimir Shiltsev
    3/31/22, 3:30 PM
  17. 13. Discussion and "ad-hoc" contributions
    3/31/22, 4:30 PM
  18. 15. Overview of Machine Learning Prospects for the CERN accelerator complex
    Verena Kain (CERN)
    4/1/22, 9:00 AM
  19. 16. Machine learning applications at the LHC and for future colliders (including muons)
    Elena Fol (CERN)
    4/1/22, 9:45 AM
  20. 23. Dark Sector landscape and future search strategies
    Richard Jacobsson (CERN)
    4/1/22, 11:00 AM
  21. 18. Possible ML applications for the FCC
    Frank Zimmermann (CERN)
    4/1/22, 11:25 AM
  22. 17. Discussion: (1) Expert Systems, (2) Machine Learning for the Dark Sector
    4/1/22, 11:50 AM

    Expert systems for optics design or accelerator operation ;
    Development of expert systems to replace accelerator designers

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  23. 19. DISCUSSION: Putting the pieces together
    4/1/22, 2:00 PM

    • Beam requirements and accelerators for the dark sector
    • Expert systems for optics design or accelerator operation
    • Development of expert systems to replace accelerator designers
    • Machine learning for dark sector accelerators
    • What did we learn ?
    • What are the next steps?
    • Can we sketch a roadmap?

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