Welcome drink & dinner Meeting at the entrance of the building

iFAST welcome and intro

• Frank Zimmermann (CERN)

Dark sector landscape - SHIP, SHIP upgrades, "eSPS" and others

• Richard Jacobsson (CERN)

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)

The Dark Sector and Searches in Forward Physics

• Felix Kling (University of California, Irvine)
• Felix Kling (DESY)

What advanced accelerators could do and possible beam parameters for high energies

• Ralph Wolfgang Assmann (DESY)

Dark sector activities at Fermilab and in the USA ?

• Vladimir Shiltsev

Dark sector proposals from around the globe & Discussions

Hybrid EDM ring and axions?

• Christian Carli (CERN)

Visions on the future requirements for physics research

• Mieczyslaw Witold Krasny (LPNHE, Sorbonne University, Paris, Centre National de la Recherche Scientifique (FR) and CERN)

Discussion: Beam requirements and accelerators for the dark sector

Open Space

Machine learning landscape

• Rasmus Ischebeck (Paul Scherrer Institut)

Machine learning challenges

• Giuliano Franchetti

Adaptive Machine Learning for Time Dependent Effects in Accelerators

• Alexander Scheinker

Machine learning /AI for accelerators at Fermilab and surroundings?

• Vladimir Shiltsev
• Vladimir Shiltsev

Discussion and "ad-hoc" contributions

Overview of Machine Learning Prospects for the CERN accelerator complex

• Verena Kain (CERN)

Machine learning applications at the LHC and for future colliders (including muons)

• Elena Fol (CERN)

Dark Sector landscape and future search strategies

• Richard Jacobsson (CERN)

Possible ML applications for the FCC

• Frank Zimmermann (CERN)

Discussion: (1) Expert Systems, (2) Machine Learning for the Dark Sector Expert systems for optics design or accelerator operation ; Development of expert systems to replace accelerator designers

DISCUSSION: Putting the pieces together • 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?