AI/ML for Particle Accelerator, X-Ray Beamlines and Electron Microscopy

Session

Opening Session

1 Nov 2021, 10:00

Virtual

Conveners

Opening Session: Tuning and Control

• Michael Borland (Argonne National Laboratory)

Contribution list Timetable

1. Opening Remarks

Brahim Mustapha (Argonne National Laboratory), Olle Heinonen (Argonne National Laboratory)

01/11/2021, 10:00

2. Online tuning of particle accelerators with reinforcement learning and comprehensive surrogate models

Auralee Edelen (SLAC)

01/11/2021, 10:05

3. Automated Experiments, Machine Learning and Reinforcement Learning for tuning and control applications in microscopy

Rama Vasudevan (Oak Ridge National Laboratory)

01/11/2021, 10:30

4. Bayesian Techniques for Accelerator Characterization and Control

Ryan Roussel (University of California Los Angeles)

01/11/2021, 10:55

5. Simultaneous online optimization of dynamic acceptance and lifetime for APS

Yipeng Sun (Argonne National Laboratory)

01/11/2021, 11:20

6. Open / Speaker Panel Discussion

01/11/2021, 11:40