Name: TREASURE: Tokenizing HEP Collider Data for AI Discovery
Start: 2026-04-27T08:30:00-04:00
End: 2026-04-29T16:15:00-04:00
Location: BNL

TREASURE: Tokenizing HEP Collider Data for AI Discovery

from Monday, April 27, 2026 (8:30 AM) to Wednesday, April 29, 2026 (4:15 PM)

Monday, April 27, 2026

8:30 AM Registration and Coffee
Registration and Coffee
8:30 AM - 9:00 AM
Room: Large Seminar Room
9:00 AM AmSC Context & Integration: TREASURE and friends
TREASURE and friends
9:00 AM - 10:45 AM
Room: Large Seminar Room
Contributions

9:00 AM Welcome and TREASURE context - Viviana Cavaliere (Brookhaven National Lab)

9:25 AM Connections to Nuclear Physics - Jamie Dunlop

10:05 AM FM4NPP - Yi Huang
10:45 AM Coffee Break
Coffee Break
10:45 AM - 11:00 AM
Room: Large Seminar Room
11:00 AM AmSC Context & Integration
11:00 AM - 12:30 PM
Room: Large Seminar Room
Contributions

11:00 AM American Science Cloud - Debbie Bard (LBNL)

11:45 AM Data Broker and Standards (ModCon) - Laura Biven (JLab)
12:30 PM Working Lunch
Working Lunch
12:30 PM - 1:30 PM
Room: Large Seminar Room
1:30 PM Planning: Open Data
Open Data
1:30 PM - 3:20 PM
Room: Large Seminar Room
Contributions

1:30 PM LHC Open Data: Discussion on Status & Opportunities - Beojan Stanislaus (Lawrence Berkeley National Lab. (US))

2:05 PM Planning for Low-Level Detector Data

2:40 PM Produce Work Plan on Open Data
3:20 PM Coffee Break
Coffee Break
3:20 PM - 3:35 PM
Room: Large Seminar Room
3:35 PM Planning: Future Activities
Future Activities
3:35 PM - 5:35 PM
Room: Large Seminar Room
Contributions

4:05 PM Where to store tokenized data? - Scarlet Rachel Norberg (Fermi National Accelerator Lab. (US))

4:35 PM Event-level tokenization discussion - Viviana Cavaliere (Brookhaven National Lab)

5:05 PM Discussion
6:30 PM Dinner and golf at Top Golf
Dinner and golf at Top Golf
6:30 PM - 8:30 PM
Room: Large Seminar Room
Tuesday, April 28, 2026
9:00 AM Topical presentations
9:00 AM - 10:45 AM
Room: Large Seminar Room
Contributions

9:00 AM CMS (jets) - Oz Amram (Fermi National Accelerator Lab. (US))

9:25 AM ATLAS (jets) - Jeffrey Krupa (SLAC)

9:50 AM Tracking needs - Punit Sharma (Brookhaven National Laboratory (US))

10:05 AM AI for operations - Walter Hopkins (Argonne National Laboratory (US))
10:45 AM Coffee Break
Coffee Break
10:45 AM - 11:00 AM
Room: Large Seminar Room
11:00 AM Foundation Models and AI in Trigger
11:00 AM - 12:30 PM
Room: Large Seminar Room
Contributions

11:00 AM The future of Foundation Models - Michael Kagan (SLAC National Accelerator Laboratory (US))

11:35 AM Ai in Trigger - Jennifer Ngadiuba (Fermi National Accelerator Lab. (US))
12:30 PM Working Lunch
Working Lunch
12:30 PM - 1:30 PM
Room: Large Seminar Room

1:30 PM Working time

1:30 PM - 3:00 PM
Room: Large Seminar Room

3:00 PM Coffee Break
Coffee Break
3:00 PM - 3:30 PM
Room: Large Seminar Room

3:30 PM BNL Physics Colloquium "An Open Future for ATLAS, HEP, and Global Software and Computing"
BNL Physics Colloquium "An Open Future for ATLAS, HEP, and Global Software and Computing"
3:30 PM - 4:30 PM
Room: Large Seminar Room

4:30 PM Working time

4:30 PM - 5:00 PM
Room: Large Seminar Room
Wednesday, April 29, 2026
9:00 AM Topical presentations
9:00 AM - 10:30 AM
Room: Large Seminar Room
Contributions

9:00 AM Belle 2 - Riccardo Manfredi (Brookhaven National Laboratory (US))

9:20 AM FCC-ee - Andrea Sciandra (Brookhaven National Laboratory (US))

9:35 AM Self supervised learning - Ho Fung Tsoi (University of Pennsylvania (US))

9:45 AM Compression - Antonio Boveia (Ohio State University)

10:00 AM Discussion
10:30 AM Coffee Break
Coffee Break
10:30 AM - 10:45 AM
Room: Large Seminar Room

10:45 AM Working time

10:45 AM - 12:00 PM
Room: Large Seminar Room

12:00 PM Working Lunch
Working Lunch
12:00 PM - 1:00 PM
Room: Large Seminar Room

1:00 PM Check in on Deliverables and Define Next Steps

1:00 PM - 2:30 PM
Room: Large Seminar Room

2:30 PM Workshop Concludes
Workshop Concludes
2:30 PM - 2:45 PM
Room: Large Seminar Room

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