AIOP Jun. 10, 2024

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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
Meeting ID: 160 515 9491
Passcode: 680042

AIOP - Polarized Target

Agenda:

  1. Previous Meeting
  2. Announcements
  3. Conferences/Workshops
  4. Project Progress
  5. PIER Activities
    • Middle School Data Science Hackathon Workshop
    • HUGS mini-Workshop - COMPLETED!
  6. 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
  • 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
    • 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
  • 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

Action Items