ARIES APEC & iFAST SMART PAF Brainstorming and Strategy Workshop
from
Tuesday 29 March 2022 (09:00)
to
Friday 1 April 2022 (18:00)
Monday 28 March 2022
Tuesday 29 March 2022
20:00
Welcome drink & dinner
Welcome drink & dinner
20:00 - 22:00
Meeting at the entrance of the building
Wednesday 30 March 2022
09:00
iFAST welcome and intro
-
Frank Zimmermann
(
CERN
)
iFAST welcome and intro
Frank Zimmermann
(
CERN
)
09:00 - 09:20
09:20
Dark sector landscape - SHIP, SHIP upgrades, "eSPS" and others
-
Richard Jacobsson
(
CERN
)
Dark sector landscape - SHIP, SHIP upgrades, "eSPS" and others
Richard Jacobsson
(
CERN
)
09:20 - 11:00
11:00
Coffee Break
Coffee Break
11:00 - 11:30
11:30
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
)
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
)
11:30 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
The Dark Sector and Searches in Forward Physics
-
Felix Kling
(
University of California, Irvine
)
Felix Kling
(
DESY
)
The Dark Sector and Searches in Forward Physics
Felix Kling
(
University of California, Irvine
)
Felix Kling
(
DESY
)
13:30 - 14:05
14:05
What advanced accelerators could do and possible beam parameters for high energies
-
Ralph Wolfgang Assmann
(
DESY
)
What advanced accelerators could do and possible beam parameters for high energies
Ralph Wolfgang Assmann
(
DESY
)
14:05 - 14:55
14:55
Dark sector activities at Fermilab and in the USA ?
-
Vladimir Shiltsev
Dark sector activities at Fermilab and in the USA ?
Vladimir Shiltsev
14:55 - 15:50
15:50
Coffee Break
Coffee Break
15:50 - 16:20
16:20
Dark sector proposals from around the globe & Discussions
Dark sector proposals from around the globe & Discussions
16:20 - 17:20
Thursday 31 March 2022
09:00
Hybrid EDM ring and axions?
-
Christian Carli
(
CERN
)
Hybrid EDM ring and axions?
Christian Carli
(
CERN
)
09:00 - 09:45
09:45
Visions on the future requirements for physics research
-
Mieczyslaw Witold Krasny
(
LPNHE, Sorbonne University, Paris, Centre National de la Recherche Scientifique (FR) and 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
)
09:45 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Discussion: Beam requirements and accelerators for the dark sector
Discussion: Beam requirements and accelerators for the dark sector
11:00 - 12:15
12:15
Open Space
Open Space
12:15 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
Machine learning landscape
-
Rasmus Ischebeck
(
Paul Scherrer Institut
)
Machine learning landscape
Rasmus Ischebeck
(
Paul Scherrer Institut
)
13:30 - 14:15
14:15
Machine learning challenges
-
Giuliano Franchetti
Machine learning challenges
Giuliano Franchetti
14:15 - 14:45
14:45
Adaptive Machine Learning for Time Dependent Effects in Accelerators
-
Alexander Scheinker
Adaptive Machine Learning for Time Dependent Effects in Accelerators
Alexander Scheinker
14:45 - 15:30
15:30
Machine learning /AI for accelerators at Fermilab and surroundings?
-
Vladimir Shiltsev
Vladimir Shiltsev
Machine learning /AI for accelerators at Fermilab and surroundings?
Vladimir Shiltsev
Vladimir Shiltsev
15:30 - 16:00
16:00
Coffee Break
Coffee Break
16:00 - 16:30
16:30
Discussion and "ad-hoc" contributions
Discussion and "ad-hoc" contributions
16:30 - 17:15
Friday 1 April 2022
09:00
Overview of Machine Learning Prospects for the CERN accelerator complex
-
Verena Kain
(
CERN
)
Overview of Machine Learning Prospects for the CERN accelerator complex
Verena Kain
(
CERN
)
09:00 - 09:45
09:45
Machine learning applications at the LHC and for future colliders (including muons)
-
Elena Fol
(
CERN
)
Machine learning applications at the LHC and for future colliders (including muons)
Elena Fol
(
CERN
)
09:45 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Dark Sector landscape and future search strategies
-
Richard Jacobsson
(
CERN
)
Dark Sector landscape and future search strategies
Richard Jacobsson
(
CERN
)
11:00 - 11:25
11:25
Possible ML applications for the FCC
-
Frank Zimmermann
(
CERN
)
Possible ML applications for the FCC
Frank Zimmermann
(
CERN
)
11:25 - 11:50
11:50
Discussion: (1) Expert Systems, (2) Machine Learning for the Dark Sector
Discussion: (1) Expert Systems, (2) Machine Learning for the Dark Sector
11:50 - 12:25
Expert systems for optics design or accelerator operation ; Development of expert systems to replace accelerator designers
12:25
Lunch
Lunch
12:25 - 14:00
14:00
DISCUSSION: Putting the pieces together
DISCUSSION: Putting the pieces together
14:00 - 15:25
• 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?
15:25
Coffee Break
Coffee Break
15:25 - 15:55