Collaboration Meeting on ML for Improved AGS Polarization

25 Aug 2023, 08:30 → 26 Aug 2023, 15:00 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 25 August

1 Welcome & Introduction

Speaker: Georg Hoffstaetter (Cornell)

Welcome_Hoffstaettert.pdf

2 Overview of polarized proton acceleration

Speaker: Vincent Schoefer (CAD)

IntroToPolProtonAtBNL.pptx

3 Basis of Bayesian Optimization

Speaker: Yinan Wang

08252023-meeting-Yinan.pptx

4 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

5 Digital Twin Modeling With Bmad

Speaker: David Sagan (Cornell)

6 Preparation of accurate accelerator models for Booster and AGS

Speaker: Lucy Lin (Cornell University)

MLCollaboration.pptx

12:15 Lunch at Morrison Hall

7 Where can Bayesian Optimization be applied in the p-p chain?

Speaker: Yuan Gao

ML in p-p line.pdf

8 ML experiences and their application to the p-p chain

Speaker: Auralee Edelen (SLAC/Stanford)

9 Ideas for improved emittance measurements

Speaker: Nathan Cook (RadiaSoft LLC)

10 How to connect ML ideas to the control system and a digital twin

Speaker: Kevin Brown (C-AD)

MLinControls-CornellCollab-8-25-2023.pptx

11 Overview of CESR and discussion of applicable ML ideas

Speaker: Antoine Chapelain (Cornell)

ML_CESR_20230825.pdf

12 Discussion on major tasks and assignments for task leaders

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

13 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)

18:00 Pizza Party at Georg's House

Saturday 26 August

11:00 Sail to Lunch at Farmer's Market