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