Difference between revisions of "AIOP Jun. 10, 2024"

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=== Minutes ===
 
=== Minutes ===
 
<!-- Attendees: Torri J., Thomas B., David L., Patrick M., Armen K. -->
 
<!-- Attendees: Torri J., Thomas B., David L., Patrick M., Armen K. -->
 +
<p><strong>Attendance:</strong> Thomas, Torri, David, James, Chris, Naomi, Malachi</p>
  
 +
    <ul>
 +
        <li><strong>Announcement</strong>
 +
            <ul>
 +
                <li>Polarization workshop at JLab we should decide on who should present…
 +
                    <ul>
 +
                        <li>Abstracts due end of July</li>
 +
                        <li>More info pinned in slack channel</li>
 +
                    </ul>
 +
                </li>
 +
                <li>Torri to talk at Texas conference
 +
                    <ul>
 +
                        <li>Light on AIOP given the early status of work</li>
 +
                    </ul>
 +
                </li>
 +
            </ul>
 +
        </li>
 +
        <li><strong>Data mining progress</strong>
 +
            <ul>
 +
                <li>Torri: Not a lot of progress but Armen has a clean dataset</li>
 +
                <li>Some issues with the dataset (Human error) Torri will correct</li>
 +
                <li>Armen showed some slides
 +
                    <ul>
 +
                        <li>Proton GP small residual (6 outliers)
 +
                            <ul>
 +
                                <li>Removed NaN lines</li>
 +
                            </ul>
 +
                        </li>
 +
                        <li>Deuteron fits better with 7 outliers</li>
 +
                        <li>Hasn't looked at the uncertainties in detail yet</li>
 +
                        <li>Malachi wants to apply uncertainty toolkit (used in AIEC)</li>
 +
                        <li>David asked about UQ on inputs
 +
                            <ul>
 +
                                <li>James: yes, pending variable</li>
 +
                            </ul>
 +
                        </li>
 +
                        <li>Discussion of UQ and GP kernels</li>
 +
                    </ul>
 +
                </li>
 +
                <li>David: need input variables and definitions
 +
                    <ul>
 +
                        <li>Torri: will push the notebook with markdown descriptions</li>
 +
                    </ul>
 +
                </li>
 +
            </ul>
 +
        </li>
 +
        <li><strong>James had questions</strong>
 +
            <ul>
 +
                <li>What is the first goal of the effort?
 +
                    <ul>
 +
                        <li>Can we predict polarization “first”</li>
 +
                    </ul>
 +
                </li>
 +
                <li>Cc is cheating
 +
                    <ul>
 +
                        <li>We can use what the cc comes from and rerun</li>
 +
                    </ul>
 +
                </li>
 +
                <li>What roadmap?
 +
                    <ul>
 +
                        <li>Torri will do the signal analysis</li>
 +
                        <li>Later RL agent on top to maximize pol via delta RF freq</li>
 +
                    </ul>
 +
                </li>
 +
            </ul>
 +
        </li>
 +
        <li><strong>Primary driver is temperature…how well known are the source of temp change</strong>
 +
            <ul>
 +
                <li>Empirically derived</li>
 +
                <li>Dielectric constant of coax cable</li>
 +
            </ul>
 +
        </li>
 +
        <li><strong>David showed a tweaked timeline of milestones</strong></li>
 +
        <li><strong>HUGS post-mortem</strong>
 +
            <ul>
 +
                <li>Went well…appetite for more (hackathon) in the community</li>
 +
            </ul>
 +
        </li>
 +
        <li><strong>Todo</strong>: isolate the two variables (or subset) and retrain</li>
 +
    </ul>
 
==== Action Items ====
 
==== Action Items ====

Revision as of 17:59, 10 June 2024

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AIOP - Polarized Target

Agenda:

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


Minutes

Attendance: Thomas, Torri, David, James, Chris, Naomi, Malachi

  • Announcement
    • Polarization workshop at JLab we should decide on who should present…
      • Abstracts due end of July
      • More info pinned in slack channel
    • Torri to talk at Texas conference
      • Light on AIOP given the early status of work
  • Data mining progress
    • Torri: Not a lot of progress but Armen has a clean dataset
    • Some issues with the dataset (Human error) Torri will correct
    • Armen showed some slides
      • Proton GP small residual (6 outliers)
        • Removed NaN lines
      • Deuteron fits better with 7 outliers
      • Hasn't looked at the uncertainties in detail yet
      • Malachi wants to apply uncertainty toolkit (used in AIEC)
      • David asked about UQ on inputs
        • James: yes, pending variable
      • Discussion of UQ and GP kernels
    • David: need input variables and definitions
      • Torri: will push the notebook with markdown descriptions
  • James had questions
    • What is the first goal of the effort?
      • Can we predict polarization “first”
    • Cc is cheating
      • We can use what the cc comes from and rerun
    • What roadmap?
      • Torri will do the signal analysis
      • Later RL agent on top to maximize pol via delta RF freq
  • Primary driver is temperature…how well known are the source of temp change
    • Empirically derived
    • Dielectric constant of coax cable
  • David showed a tweaked timeline of milestones
  • HUGS post-mortem
    • Went well…appetite for more (hackathon) in the community
  • Todo: isolate the two variables (or subset) and retrain

Action Items

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