AIOP May 13, 2024

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 -->):

One tap mobile: US: +16692545252,,1602484178# or +16468287666,,1602484178#

Meeting URL: https://jlab-org.zoomgov.com/j/1605159491?pwd=ZnB0Vkp0SCtYZmRPWG1hRGVnQVprUT09&from=addon
Meeting ID: 160 515 9491
Passcode: 680042

Join by Telephone
For higher quality, dial a number based on your current location.
Dial: +1 669 254 5252 US (San Jose)
+1 646 828 7666 US (New York)
+1 646 964 1167 US (US Spanish Line)
+1 551 285 1373 US (New Jersey)
+1 669 216 1590 US (San Jose)
+1 415 449 4000 US (US Spanish Line)
833 568 8864 US Toll-free
Meeting ID: 160 515 9491
International numbers
Join from an H.323/SIP room system
H.323: 161.199.138.10 (US West)
161.199.136.10 (US East)
Meeting ID: 160 515 9491
Passcode: 680042

SIP: 1605159491@sip.zoomgov.com
Passcode: 680042

One tap mobile: US: +16692545252,,1601987443# or +16468287666,,1601987443#

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. Project Progress
   • Data mining/preparation
   • GitHub AIOP Project (AIOP-Photon issues)
   • Task assignments (FTE Profiles)

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