Difference between revisions of "AIOP Dec. 9, 2024"

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# Conferences/Workshops
 
# Conferences/Workshops
 
#* NP AI PI Exchange Meeting (Dec. 4-5 Washington D.C.)<font size="-2">(David, Thomas, Naomi)</font>
 
#* NP AI PI Exchange Meeting (Dec. 4-5 Washington D.C.)<font size="-2">(David, Thomas, Naomi)</font>
−
#* [https://indico.cern.ch/event/1382428/ ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators] (Apr. 8-11 CERN)
+
<!-- #* [https://indico.cern.ch/event/1382428/ ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators] (Apr. 8-11 CERN) -->
 
#:
 
#:
 
# Project Progress
 
# Project Progress
 
#:
 
#:
−
#* Data mining/preparation
+
#* Simulation/Surrogate Model
 
#* [https://github.com/orgs/JeffersonLab/projects/18/ GitHub AIOP Project] ''([https://github.com/JeffersonLab/AIOP-Target/issues AIOP-Target issues])''
 
#* [https://github.com/orgs/JeffersonLab/projects/18/ GitHub AIOP Project] ''([https://github.com/JeffersonLab/AIOP-Target/issues AIOP-Target issues])''
 
#:
 
#:
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=== Minutes ===
 
=== Minutes ===
 +
<h1>AIOP Target 12-9-24</h1>
 +
    <h2>Attendees</h2>
 +
    <ul>
 +
        <li>David</li>
 +
        <li>Thomas</li>
 +
        <li>Torri</li>
 +
        <li>Naomi</li>
 +
        <li>Malachi</li>
 +
        <li>Jiawei</li>
 +
        <li>Armen</li>
 +
    </ul>
  
 +
    <h2>Progress</h2>
 +
    <ul>
 +
        <li>AI in NP PI exchange report</li>
 +
        <li>CHEP proceedings project created on Overleaf</li>
 +
        <li>
 +
            Torri showed the progress on the simulation, including the web-based GUI.
 +
            Polarization is depolarizing too fast.
 +
            <ul>
 +
                <li>Malachi mentioned the need for differentiability.
 +
                    <ul>
 +
                        <li>Armen will help Torri with this.</li>
 +
                    </ul>
 +
                </li>
 +
                <li>David dug into the parameters:
 +
                    <ul>
 +
                        <li>Initial T1 (spin lattice relaxation time) is the most important.</li>
 +
                    </ul>
 +
                </li>
 +
                <li>Suggestions were made to make it more realistic (on top of being fundamentally "correct").</li>
 +
                <li>David inquired about how difficult it would be to implement the simulation.
 +
                    <ul>
 +
                        <li>Armen: Maybe.</li>
 +
                        <li>Torri is the "bottleneck" due to simulation complexity. Torri needs to sit down with James.</li>
 +
                    </ul>
 +
                </li>
 +
            </ul>
 +
        </li>
 +
        <li>Armen will work on a surrogate model.</li>
 +
        <li>
 +
            David asked for the "reliability plot" (currently quite underconfident).
 +
        </li>
 +
    </ul>
 +
 +
    <h2>Action Items</h2>
 +
    <ul>
 +
        <li>Armen to assist Torri with ensuring the simulation supports differentiability.</li>
 +
        <li>Torri to meet with James to address simulation complexity issues.</li>
 +
        <li>David to refine and evaluate the reliability plot.</li>
 +
        <li>Armen to develop a surrogate model for the simulation.</li>
 +
    </ul>
  
 
==== Action Items ====
 
==== Action Items ====

Latest revision as of 18:43, 9 December 2024

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

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AIOP - Polarized Target

Agenda:

  1. Previous Meeting
  2. Announcements
  3. Conferences/Workshops
    • NP AI PI Exchange Meeting (Dec. 4-5 Washington D.C.)(David, Thomas, Naomi)
  4. Project Progress
  5. PIER Activities
    • Middle School Data Science Hackathon Workshop (Oct. 16) Flappy Bird RL Learning - COMPLETED!
    • HUGS mini-Workshop - COMPLETED!
  6. AOT


Minutes

AIOP Target 12-9-24

Attendees

  • David
  • Thomas
  • Torri
  • Naomi
  • Malachi
  • Jiawei
  • Armen

Progress

  • AI in NP PI exchange report
  • CHEP proceedings project created on Overleaf
  • Torri showed the progress on the simulation, including the web-based GUI. Polarization is depolarizing too fast.
    • Malachi mentioned the need for differentiability.
      • Armen will help Torri with this.
    • David dug into the parameters:
      • Initial T1 (spin lattice relaxation time) is the most important.
    • Suggestions were made to make it more realistic (on top of being fundamentally "correct").
    • David inquired about how difficult it would be to implement the simulation.
      • Armen: Maybe.
      • Torri is the "bottleneck" due to simulation complexity. Torri needs to sit down with James.
  • Armen will work on a surrogate model.
  • David asked for the "reliability plot" (currently quite underconfident).

Action Items

  • Armen to assist Torri with ensuring the simulation supports differentiability.
  • Torri to meet with James to address simulation complexity issues.
  • David to refine and evaluate the reliability plot.
  • Armen to develop a surrogate model for the simulation.

Action Items

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