Collaboration Meeting on ML for Improved AGS Polarization

Aug 25, 2023, 8:30 AM → Aug 26, 2023, 3:00 PM US/Eastern

PSB 301 (Cornell, Physical Science Building, 4th Floor )

Georg Hoffstaetter (Cornell), Kevin Brown (C-AD)

Hybrid meeting. To attend virtually, please use this link:

https://bnl.zoomgov.com/j/1616622518?pwd=Ny9IOWZDdU5DODRORHI5anpzWHh6dz09

Meeting ID: 161 662 2518, Passcode: 367879

Friday, August 25

8:30 AM → 9:00 AM Welcome & Introduction

Speaker: Georg Hoffstaetter (Cornell)

Welcome_Hoffstaettert.pdf

9:00 AM → 9:45 AM Overview of polarized proton acceleration

Speaker: Vincent Schoefer (CAD)

IntroToPolProtonAtBNL.pptx

9:45 AM → 10:15 AM Basis of Bayesian Optimization

Speaker: Yinan Wang

08252023-meeting-Yinan.pptx

10:15 AM → 10:45 AM Overview of Uncertainty Quantification and application to p-p acceleration

Speaker: Natalie Isenberg (Computational Science Initiative)

08_25_23_ML_for_AGS_Kickoff_Meeting.pptx

10:45 AM → 11:30 AM Digital Twin Modeling With Bmad

Speaker: David Sagan (Cornell)

11:30 AM → 12:15 PM Preparation of accurate accelerator models for Booster and AGS

Speaker: Lucy Lin (Cornell University)

MLCollaboration.pptx

12:15 PM → 1:15 PM Lunch at Morrison Hall

1:15 PM → 1:45 PM Where can Bayesian Optimization be applied in the p-p chain?

Speaker: Yuan Gao

ML in p-p line.pdf

1:45 PM → 2:30 PM ML experiences and their application to the p-p chain

Speaker: Auralee Edelen (SLAC/Stanford)

2:30 PM → 3:00 PM Ideas for improved emittance measurements

Speaker: Nathan Cook (RadiaSoft LLC)

3:00 PM → 3:45 PM How to connect ML ideas to the control system and a digital twin

Speaker: Kevin Brown (C-AD)

MLinControls-CornellCollab-8-25-2023.pptx

3:45 PM → 4:15 PM Overview of CESR and discussion of applicable ML ideas

Speaker: Antoine Chapelain (Cornell)

ML_CESR_20230825.pdf

4:15 PM → 5:00 PM Discussion on major tasks and assignments for task leaders

Speakers: Kevin Brown (C-AD), Georg Hoffstaetter (Cornell)

5:00 PM → 6:00 PM Discussion on future schedules for weekly mtgs, machine studies, milestone mtgs, collaboration mtgs, DOE report preparations, publications

Speakers: Georg Hoffstaetter (Cornell), Kevin Brown (C-AD)

6:00 PM → 8:00 PM Pizza Party at Georg's House

Saturday, August 26

11:00 AM → 3:00 PM Sail to Lunch at Farmer's Market