Difference between revisions of "AIOP Aug. 5, 2024"
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=== Minutes === | === Minutes === | ||
<!-- Attendees: Torri Jeske, Thomas Britton, David Lawrence, Armen Kasparian, Naomi Jarvis, Patrick Moran, Chris Keith, James Maxwell --> | <!-- Attendees: Torri Jeske, Thomas Britton, David Lawrence, Armen Kasparian, Naomi Jarvis, Patrick Moran, Chris Keith, James Maxwell --> | ||
+ | <h1>8-5-24 AIOP Target</h1> | ||
+ | |||
+ | <p><strong>Attendees:</strong> David, Thomas, Patrick, Armen, James</p> | ||
+ | |||
+ | <ul> | ||
+ | <li><strong>Announcements</strong> | ||
+ | <ul> | ||
+ | <li>David regails with Icelandic tales</li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | |||
+ | <li><strong>Conferences</strong> | ||
+ | <ul> | ||
+ | <li>CAARI-SNEAP went well. Malachi found it interesting</li> | ||
+ | <li>Torri scored a contact who is reproducing Hydra (but is farther behind)</li> | ||
+ | <li>PSTDP deadline extension</li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | |||
+ | <li><strong>Progress</strong> | ||
+ | <ul> | ||
+ | <li>Armen presents some slides | ||
+ | <ul> | ||
+ | <li>Model overestimating uncertainty</li> | ||
+ | <li>Proposed things that we could do to fix/make the model better: | ||
+ | <ul> | ||
+ | <li>HPO</li> | ||
+ | <li>Kernel selection</li> | ||
+ | <li>Feature engineering</li> | ||
+ | <li>Input normalization</li> | ||
+ | <li>Etc etc</li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | <li>Discussion of graphs | ||
+ | <ul> | ||
+ | <li>Showing overestimate</li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | <li>Malachi thinks we need to go to a different model for UQ | ||
+ | <ul> | ||
+ | <li>Regression with conditional</li> | ||
+ | <li>MC dropout</li> | ||
+ | <li>Will show where in the toolkit these features are/the code to do it</li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | |||
+ | <li><strong>Milestones</strong> | ||
+ | <ul> | ||
+ | <li>David removed some that were rescheduled from the FWP doc post lower funding</li> | ||
+ | <li>David asked about NMR waveform time evolution | ||
+ | <ul> | ||
+ | <li>Maxwell discussed fluctuations in temperature due to beam on/wobble</li> | ||
+ | <li>May be better Ts to look at to get more info</li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | </ul> | ||
+ | </li> | ||
+ | </ul> | ||
==== Action Items ==== | ==== Action Items ==== |
Latest revision as of 16:48, 19 August 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, abstract submission extended to Aug. 16) Patrick will submit abstract, Jiawei will attend
- ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators (Apr. 8-11 CERN)
- 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
8-5-24 AIOP Target
Attendees: David, Thomas, Patrick, Armen, James
- Announcements
- David regails with Icelandic tales
- Conferences
- CAARI-SNEAP went well. Malachi found it interesting
- Torri scored a contact who is reproducing Hydra (but is farther behind)
- PSTDP deadline extension
- Progress
- Armen presents some slides
- Model overestimating uncertainty
- Proposed things that we could do to fix/make the model better:
- HPO
- Kernel selection
- Feature engineering
- Input normalization
- Etc etc
- Discussion of graphs
- Showing overestimate
- Malachi thinks we need to go to a different model for UQ
- Regression with conditional
- MC dropout
- Will show where in the toolkit these features are/the code to do it
- Armen presents some slides
- Milestones
- David removed some that were rescheduled from the FWP doc post lower funding
- David asked about NMR waveform time evolution
- Maxwell discussed fluctuations in temperature due to beam on/wobble
- May be better Ts to look at to get more info