ARIES APEC & iFAST SMART PAF Brainstorming and Strategy Workshop

Name: ARIES APEC & iFAST SMART PAF Brainstorming and Strategy Workshop
Start: 2022-03-29T09:00:00+02:00
End: 2022-04-01T18:00:00+02:00
Location: No location set

29 Mar 2022, 09:00 → 1 Apr 2022, 18:00 Europe/Zurich

Angeles Faus-Golfe (Laboartoire de l'Accelerateur Lineaire), Angeles Faus-Golfe (IJClab IN2P3 CNRS-Université Paris-Saclay (FR)), Frank Zimmermann (CERN), Giuliano Franchetti

Description

The ARIES WP6 APEC & iFAST WP5.2 PAF joint Brainstorming & Strategy Workshop (BSW22), will be held in Valencia, Colegio Mayor Rector Peset, 30 March – 1 April 2022, with a welcome reception in the evening of 29 March.

BSW22 will address two main topics:

- present and future AI accelerator applications

- beam requirements and accelerators for the dark sector

The ARIES (aries.web.cern.ch) and iFAST (ifast-project.eu) projects have received funding from the European Union’s Horizon 2020 Research and Innovation programme under Grant Agreements No 730871 and No 101004730.

Contact

valerie.brunner@cern.ch

Registration

Participants

Alexander Scheinker
Angeles Faus-Golfe
Christian Carli
Elena Fol
Felix Kling
Frank Zimmermann
Giuliano Franchetti
jianhui chen
Mieczyslaw Witold Krasny
Ralph Wolfgang Assmann
Rasmus Ischebeck
Richard Jacobsson
Rogelio Tomas Garcia
Verena Kain
Vladimir Shiltsev

Tuesday 29 March
- 1
  
  Welcome drink & dinner
  
  Meeting at the entrance of the building
Wednesday 30 March
- 2
  
  iFAST welcome and intro
  
  Speaker: Frank Zimmermann (CERN)
  
  Valencia-WP5-PAF-FrankZimmermann-30March2022.pdf
  
  Valencia-WP5-PAF-FrankZimmermann-30March2022.pptx
- 3
  
  Dark sector landscape - SHIP, SHIP upgrades, "eSPS" and others
  
  Speaker: Richard Jacobsson (CERN)
  
  2022_03_31_SHiP_ML.pdf
  
  2022_03_IFAST_HiddenSector_searches.pdf
- 11:00
  
  Coffee Break
- 4
  
  Gamma factory concepts and atomic clocks for the dark sector
  
  Speaker: Mieczyslaw Witold Krasny (LPNHE, Sorbonne University, Paris, Centre National de la Recherche Scientifique (FR) and CERN)
  
  GF_Krasny_Valencia_GF_overview+DM.pdf
- 12:30
  
  Lunch
- 5
  
  The Dark Sector and Searches in Forward Physics
  
  Speakers: Felix Kling (DESY), Felix Kling (University of California, Irvine)
  
  22-03-30-FPF@iFAST.pdf
- 6
  
  What advanced accelerators could do and possible beam parameters for high energies
  
  Speaker: Ralph Wolfgang Assmann (DESY)
  
  2022-03-30_ifast_valencia_assmann_out-for-web.pdf
- 7
  
  Dark sector activities at Fermilab and in the USA ?
  
  Speaker: Vladimir Shiltsev
  
  VS_BSW2022_talk1.pdf
- 15:50
  
  Coffee Break
- 8
  
  Dark sector proposals from around the globe & Discussions
Thursday 31 March
- 9
  
  Hybrid EDM ring and axions?
  
  Speaker: Christian Carli (CERN)
  
  22_03_30_Hybrid_BSW22iFAST.pdf
  
  22_03_30_Hybrid_BSW22iFAST.pptx
- 10
  
  Visions on the future requirements for physics research
  
  Speaker: Mieczyslaw Witold Krasny (LPNHE, Sorbonne University, Paris, Centre National de la Recherche Scientifique (FR) and CERN)
  
  Krasny_Valencia_physics_perspectives_short.pdf
- 10:30
  
  Coffee Break
- 11
  
  Discussion: Beam requirements and accelerators for the dark sector
- 12
  
  Open Space
- 12:30
  
  Lunch
- 13
  
  Machine learning landscape
  
  Speaker: Rasmus Ischebeck (Paul Scherrer Institut)
  
  ML Landscape Valencia April 2022.key
  
  ML Landscape Valencia April 2022.pdf
  
  ML Landscape Valencia April 2022.pptx
- 14
  
  Machine learning challenges
  
  Speaker: Giuliano Franchetti
  
  Valencia_brainstorm22.pdf
- 15
  
  Adaptive Machine Learning for Time Dependent Effects in Accelerators
  
  Speaker: Alexander Scheinker
  
  A_Scheinker_TimeVarying_Accelerators_3_31_22_vF_v2.pdf
- 16
  
  Machine learning /AI for accelerators at Fermilab and surroundings?
  
  Speakers: Vladimir Shiltsev, Vladimir Shiltsev
  
  VS_BSW2022_talk2.pdf
- 16:00
  
  Coffee Break
- 17
  
  Discussion and "ad-hoc" contributions
Friday 1 April
- 18
  
  Overview of Machine Learning Prospects for the CERN accelerator complex
  
  Speaker: Verena Kain (CERN)
  
  Valencia_brainstorming_workshop_March2022.pdf
- 19
  
  Machine learning applications at the LHC and for future colliders (including muons)
  
  Speaker: Elena Fol (CERN)
  
  ML_at_LHC_and_MC.pdf
- 10:30
  
  Coffee Break
- 20
  
  Dark Sector landscape and future search strategies
  
  Speaker: Richard Jacobsson (CERN)
  
  2022_03_31_SHiP_ML.pdf
- 21
  
  Possible ML applications for the FCC
  
  Speaker: Frank Zimmermann (CERN)
  
  ML-for-FCC-final.pdf
  
  ML-for-FCC-final.pptx
- 22
  
  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
- 12:25
  
  Lunch
- 23
  
  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?
  
  Valencia-BWS-Conclusions.pdf
  
  Valencia-BWS-Conclusions.pptx
- 15:25
  
  Coffee Break

Choose timezone

ARIES APEC & iFAST SMART PAF Brainstorming and Strategy Workshop