Benjamin Nachman, Cameron Geddes(LBNL), David Schlegel, Deborah Bard(NERSC / LBNL), Gabriel Orebi Gann(UC Berkeley / LBNL), GianLuca Sabbi, Kevin Lesko(LBNL), Maurice Garcia-Sciveres, Scott Kravitz(Lawrence Berkeley National Lab), Simone Pagan Griso, Zoltan Ligeti
Lightning talks to introduce IDEA work happening at LBNL, and to introduce the Community Frontier efforts ongoing at LBNL.
Speakers:
Asmita Patel - IDEA activities in ATAP
Alex Kim - IDEA activities in the Physics Division
Erin Hansen - Climate of the Field in CommF
Vetri Velan - Physics Education in CommF
Lotti Obst-Heubl - Industry Engagement in CommF
Speakers:
Alex Kim, Asmita Patel, Erin Hansen, Lieselotte Obst-Huebl, DrScott Kravitz(Lawrence Berkeley National Lab), Vetri Velan
Discussion with speakers and workshop participants.
- What are key topics LBNL should focus on?
- What work is being done at LBNL that could be incorporated (or lessons learned from) into Snowmass CommF work?
How can we facilitate collaboration across domain science areas, e.g. ML and simulation
Uncertainty quantification / robustness, in particular, early experimental results with ML
16:05
Break
18
Areas to expand
Reinforcement learning
Fast ML?
- AI inference chips on detector?
- We have a lot of experience with electronics, why not fast ML?
- Offline fast inference (in particular, at NERSC and related facilities)
16:30
Break
19
Building Expertise
Trying to keep track of existing efforts in ML and ML \intersect physics
Facilitating informal interactions / workshop-type
- Technical details from various