AIOP Aug. 5, 2024
The current weekly meeting time is every other Monday at 13:00 US/Eastern
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Meeting URL: https://jlab-org.zoomgov.com/j/1605159491?pwd=ZnB0Vkp0SCtYZmRPWG1hRGVnQVprUT09&from=addon
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AIOP - Polarized Target
Agenda:
- Previous Meeting
- Announcements
-
- Quarterly report sent to DOE July 17th
-
- David back from Iceland
- David back from Iceland
-
- Conferences/Workshops
- CAARI-SNEAP (July 21-26) Torri
- PSTDP2024 (Sept. 22-27, abstract submission extended to Aug. 16) Patrick will submit abstract, Jiawei will attend
- ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators (Apr. 8-11 CERN)
- Project Progress
- Data mining/preparation
- GitHub AIOP Project (AIOP-Photon issues)
- Milestones: PDF(GitHub AIOP Project AIOP-Photon issues FTE Profiles)
- PIER Activities
- Middle School Data Science Hackathon Workshop
- HUGS mini-Workshop - COMPLETED!
- AOT
Minutes
8-5-24 AIOP Target
Attendees: David, Thomas, Patrick, Armen, James
- Announcements
- David regails with Icelandic tales
- Conferences
- CAARI-SNEAP went well. Malachi found it interesting
- Torri scored a contact who is reproducing Hydra (but is farther behind)
- PSTDP deadline extension
- Progress
- Armen presents some slides
- Model overestimating uncertainty
- Proposed things that we could do to fix/make the model better:
- HPO
- Kernel selection
- Feature engineering
- Input normalization
- Etc etc
- Discussion of graphs
- Showing overestimate
- Malachi thinks we need to go to a different model for UQ
- Regression with conditional
- MC dropout
- Will show where in the toolkit these features are/the code to do it
- Armen presents some slides
- Milestones
- David removed some that were rescheduled from the FWP doc post lower funding
- David asked about NMR waveform time evolution
- Maxwell discussed fluctuations in temperature due to beam on/wobble
- May be better Ts to look at to get more info