AIOP Jun. 10, 2024
The current weekly meeting time is every other Monday at 13:00 US/Eastern
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AIOP - Polarized Target
Agenda:
- Previous Meeting
- Announcements
- Conferences/Workshops
- CAARI-SNEAP (July 21-26) Torri
- PSTDP2024 (Sept. 22-27)
- 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
Attendance: Thomas, Torri, David, James, Chris, Naomi, Malachi
- Announcement
- Polarization workshop at JLab we should decide on who should present…
- Abstracts due end of July
- More info pinned in slack channel
- Torri to talk at Texas conference
- Light on AIOP given the early status of work
- Polarization workshop at JLab we should decide on who should present…
- Data mining progress
- Torri: Not a lot of progress but Armen has a clean dataset
- Some issues with the dataset (Human error) Torri will correct
- Armen showed some slides
- Proton GP small residual (6 outliers)
- Removed NaN lines
- Deuteron fits better with 7 outliers
- Hasn't looked at the uncertainties in detail yet
- Malachi wants to apply uncertainty toolkit (used in AIEC)
- David asked about UQ on inputs
- James: yes, pending variable
- Discussion of UQ and GP kernels
- Proton GP small residual (6 outliers)
- David: need input variables and definitions
- Torri: will push the notebook with markdown descriptions
- James had questions
- What is the first goal of the effort?
- Can we predict polarization “first”
- Cc is cheating
- We can use what the cc comes from and rerun
- What roadmap?
- Torri will do the signal analysis
- Later RL agent on top to maximize pol via delta RF freq
- What is the first goal of the effort?
- Primary driver is temperature…how well known are the source of temp change
- Empirically derived
- Dielectric constant of coax cable
- David showed a tweaked timeline of milestones
- HUGS post-mortem
- Went well…appetite for more (hackathon) in the community
- Todo: isolate the two variables (or subset) and retrain