Artificial Intelligence for Muon Colliders (AI4MuC) Virtual Mini-Workshop
from
Thursday, April 30, 2026 (8:00 AM)
to
Friday, May 1, 2026 (5:00 PM)
Monday, April 27, 2026
Tuesday, April 28, 2026
Wednesday, April 29, 2026
Thursday, April 30, 2026
9:00 AM
Introduction and goals of the workshop
Introduction and goals of the workshop
9:00 AM - 9:10 AM
9:15 AM
Muon Collider Overview: status and challenges
Muon Collider Overview: status and challenges
9:15 AM - 9:35 AM
9:45 AM
Genesis talk: MOAT, NARAD, AmSC
Genesis talk: MOAT, NARAD, AmSC
9:45 AM - 10:05 AM
10:15 AM
HEP Community white paper on AI
HEP Community white paper on AI
10:15 AM - 10:35 AM
10:45 AM
Break
Break
10:45 AM - 11:05 AM
11:05 AM
Modern differentiable particle tracking code frameworks
Modern differentiable particle tracking code frameworks
11:05 AM - 11:25 AM
11:35 AM
Progress on AI-assisted design, tuning, and commissioning tools
Progress on AI-assisted design, tuning, and commissioning tools
11:35 AM - 11:55 AM
12:05 PM
Lunch
Lunch
12:05 PM - 1:30 PM
1:30 PM
AI for Ionization Cooling
AI for Ionization Cooling
1:30 PM - 1:50 PM
2:00 PM
AI for Magnet and RF technology developments
AI for Magnet and RF technology developments
2:00 PM - 2:20 PM
2:30 PM
AI for Target Technology Development
AI for Target Technology Development
2:30 PM - 2:50 PM
3:00 PM
Break
Break
3:00 PM - 3:30 PM
3:30 PM
General Discussion
General Discussion
3:30 PM - 4:30 PM
Friday, May 1, 2026
9:00 AM
AI in future HEP detectors: online intelligence, models, tools, etc
AI in future HEP detectors: online intelligence, models, tools, etc
9:00 AM - 9:20 AM
9:30 AM
Differentiable detector design
Differentiable detector design
9:30 AM - 9:50 AM
10:00 AM
From HL-LHC computing to Muon Collider computing
From HL-LHC computing to Muon Collider computing
10:00 AM - 10:20 AM
10:30 AM
Break
Break
10:30 AM - 11:00 AM
11:00 AM
AI Assisted BIB simulations
AI Assisted BIB simulations
11:00 AM - 11:20 AM
11:30 AM
AI for building costing models
AI for building costing models
11:30 AM - 11:50 AM
12:00 PM
What we need for AI-assisted end-to-end design
What we need for AI-assisted end-to-end design
12:00 PM - 12:20 PM
12:20 PM
Lunch
Lunch
12:20 PM - 1:45 PM
1:45 PM
Discussion: Building connections with AI industry
Discussion: Building connections with AI industry
1:45 PM - 2:20 PM
2:30 PM
Final Discussion, Next Steps, and Wrap up
Final Discussion, Next Steps, and Wrap up
2:30 PM - 3:30 PM