International Workshop on Future Linear Colliders

Beam Tuning for ATF/ATF2 using Machine Learning

17 May 2023, 15:50

15m

53/4-4002 - Toluca (SLAC)

Remote Parallel Session Beam Dynamics Accelerator: Beam Dynamics

Speaker

Masakazu Kurata (KEK)

Description

Beam parameter optimization is the most important topic in beam operation.
I will present the automatic beam tuning and the tuning technique for better optimization using machine learning at ATF/ATF2.

Presentation materials

beam_tuning_ML.pdf