Machine Learning Applications for Particle Accelerators

Session

Tuning

28 Feb 2018, 13:00

Trinity (SLAC Building 53)

Conveners

Tuning

• Auralee Edelen (CSU)

Contribution list Timetable

7. Experience with FEL taper tuning using reinforcement learning and clustering

Dr Juhao Wu

28/02/2018, 13:00

8. Introduction to Bayesian Optimization

Johannes Kirschner

28/02/2018, 13:20

9. Experience at SLAC with Bayesian Optimization using Gaussian Processes

Jopseph Duris

28/02/2018, 13:40

11. Poster Blitz

28/02/2018, 14:00

15. Experience with tuning at XFEL

Sergey Tomin

28/02/2018, 15:20

31. Experience with tuning at FERMI@Elettra

Giulio Gaio (FERMI@Elettra)

28/02/2018, 15:40

12. General experience with online optimization

Alexander Scheinker, Scheinker Alex

28/02/2018, 16:00

13. Sloppy and Genetic Algorithms for Low-Emittance Tuning at CESR

Ivan Bazarov

28/02/2018, 16:20

14. Discussion: Tuning

Auralee Edelen (CSU)

28/02/2018, 16:40