Name: Collaboration Meeting on ML for Improved AGS Polarization
Start: 2023-08-25T08:30:00-04:00
End: 2023-08-26T15:00:00-04:00
Location: Cornell, Physical Science Building, 4th Floor

Collaboration Meeting on ML for Improved AGS Polarization

from Friday, 25 August 2023 (08:30) to Saturday, 26 August 2023 (15:00)

Monday, 21 August 2023
Tuesday, 22 August 2023
Wednesday, 23 August 2023
Thursday, 24 August 2023
Friday, 25 August 2023
08:30 Welcome & Introduction - Georg Hoffstaetter (Cornell)
Welcome & Introduction
- Georg Hoffstaetter (Cornell)
08:30 - 09:00
09:00 Overview of polarized proton acceleration - Vincent Schoefer (CAD)
Overview of polarized proton acceleration
- Vincent Schoefer (CAD)
09:00 - 09:45
09:45 Basis of Bayesian Optimization - Yinan Wang
Basis of Bayesian Optimization
- Yinan Wang
09:45 - 10:15
10:15 Overview of Uncertainty Quantification and application to p-p acceleration - Natalie Isenberg (Computational Science Initiative)
Overview of Uncertainty Quantification and application to p-p acceleration
- Natalie Isenberg (Computational Science Initiative)
10:15 - 10:45
10:45 Digital Twin Modeling With Bmad - David Sagan (Cornell)
Digital Twin Modeling With Bmad
- David Sagan (Cornell)
10:45 - 11:30
11:30 Preparation of accurate accelerator models for Booster and AGS - Lucy Lin (Cornell University)
Preparation of accurate accelerator models for Booster and AGS
- Lucy Lin (Cornell University)
11:30 - 12:15
12:15 Lunch at Morrison Hall
Lunch at Morrison Hall
12:15 - 13:15
13:15 Where can Bayesian Optimization be applied in the p-p chain? - Yuan Gao
Where can Bayesian Optimization be applied in the p-p chain?
- Yuan Gao
13:15 - 13:45
13:45 ML experiences and their application to the p-p chain - Auralee Edelen (SLAC/Stanford)
ML experiences and their application to the p-p chain
- Auralee Edelen (SLAC/Stanford)
13:45 - 14:30
14:30 Ideas for improved emittance measurements - Nathan Cook (RadiaSoft LLC)
Ideas for improved emittance measurements
- Nathan Cook (RadiaSoft LLC)
14:30 - 15:00
15:00 How to connect ML ideas to the control system and a digital twin - Kevin Brown (C-AD)
How to connect ML ideas to the control system and a digital twin
- Kevin Brown (C-AD)
15:00 - 15:45
15:45 Overview of CESR and discussion of applicable ML ideas - Antoine Chapelain (Cornell)
Overview of CESR and discussion of applicable ML ideas
- Antoine Chapelain (Cornell)
15:45 - 16:15
16:15 Discussion on major tasks and assignments for task leaders - Georg Hoffstaetter (Cornell) Kevin Brown (C-AD)
Discussion on major tasks and assignments for task leaders
- Georg Hoffstaetter (Cornell)
- Kevin Brown (C-AD)
16:15 - 17:00
17:00 Discussion on future schedules for weekly mtgs, machine studies, milestone mtgs, collaboration mtgs, DOE report preparations, publications - Georg Hoffstaetter (Cornell) Kevin Brown (C-AD)
Discussion on future schedules for weekly mtgs, machine studies, milestone mtgs, collaboration mtgs, DOE report preparations, publications
- Georg Hoffstaetter (Cornell)
- Kevin Brown (C-AD)
17:00 - 18:00
18:00 Pizza Party at Georg's House
Pizza Party at Georg's House
18:00 - 20:00
Saturday, 26 August 2023

11:00 Sail to Lunch at Farmer's Market
Sail to Lunch at Farmer's Market
11:00 - 15:00