AIOP Jul. 8, 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:

1. Previous Meeting

2. Announcements

   • Quarterly report due to DOE July 26th
   • David OoO Jul. 20 - Aug. 5 (Jul. 22 meeting: Thomas chair, Torri review slides)

3. Conferences/Workshops
   • CAARI-SNEAP (July 21-26) Torri
   • PSTDP2024 (Sept. 22-27) Patrick will submit abstract, Jiawei will attend

4. Project Progress
   • Data mining/preparation
   • GitHub AIOP Project (AIOP-Photon issues)
   • Milestones: PDF(GitHub AIOP Project AIOP-Photon issues FTE Profiles)

5. PIER Activities
   • Middle School Data Science Hackathon Workshop
   • HUGS mini-Workshop - COMPLETED!

6. AOT

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Minutes

• AIOP target
  • Torri, Thomas, David, Armen, James, Patrick, Malachi
• Announcements
  • Quarterly report due the 26th of July
  • Cancelling July 22nd due to correlated ooo
• Project Progress
  • Data mining
    • Torri
      • Switched baseline fit function to x-x0 and showed Pearson R correlation values
        • Not seeing much for proton but seeing some stuff for deuteron
        • Thomas questioned the different NaNs; James explained that it was due to certain values not being recorded at different times
        • Need to change this fit function to remove the b term which could crystallize some correlations
          • Done and will rerun
    • Armen
      • Reviewed fitting process and gave it more data and it can learn (pos and neg together)
        • Malachi requests uncertainty bands
          • Armen has preliminary he is withholding while he works to understand the toolkit
    • Torri gave cleaned proton data
      • Training the model right now…will take a while
      • Questions on TGT:PT12:Separator_F. High number of NaNs
        • James: not as valuable as refrigerator flow
      • Also trained by replacing cc with area
      • Torri suggested checking label on outliers as they might not be "good" runs
      • Next step: take surrogate (assuming it is satisfactory) and put in gym for the RL step
  • Reviewed Milestones
    • M01
      • SANE data is quite different so setting it aside for now (Armen doesn’t need)
    • M02
    • M03
      • Done
    • M04
      • James has a tool