AIOP May 13, 2024

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The current weekly meeting time is every other Monday at 13:00 US/Eastern

Connection Info:

You can connect using ZOOM Video conferencing (ID: 160 515 9491). (Click "Expand" to the right for details -->):

AIOP - Polarized Target

Agenda:

  1. Previous Meeting
  2. Announcements
  3. Project Progress
  4. PIER Activities
    • Middle School Data Science Hackathon Workshop
    • HUGS mini-Workshop
  5. AOT



Minutes

  • Armen presents…technical issues… torri shows some distributions that she gave to Armen. Armen resumes
    • Start by attempting to create a surrogate model
      • GPR (like AIEC) to get polarization estimation
      • Use cleaned data from Torri
        • Had to remove B_DAQ:HEL:60m:29:asycorr
    • Really good agreement
      • Use std/mean for baseline etc and all other variables
        • cc*area is polarization…so maybe not use them…
        • Some large error…need to investigate
        • Looks like area was left out of input features
    • Discussion of the variables (e.g. cc and area)
    • ToDo:
      • Test with area in input set
      • Perform PCA on both models
      • Do error propagation for the target values
      • Histogram of the difference between the predictions and targets
    • Torri asked for notebook access
      • Will be given
      • Model saved for posterity 🙂
  • Thomas will work with Patrick as a guinea pig for hands on
  • Torri is doing Abstracts for AIOP for CHEP

Action Items