Mar 5 – 8, 2024
Lahan Select Gyeongju, South Korea
Asia/Seoul timezone

Orbit correction by machine learning in TPS storage ring

Mar 7, 2024, 3:00 PM
2h
Lahan Select Gyeongju, South Korea

Lahan Select Gyeongju, South Korea

Lahan Select Gyeongju, South Korea
Poster/Demo Optimization & Control Poster/Demos

Speaker

Mau-Sen Chiu (National Synchrotron Radiation Research Center)

Description

Machine learning has been widely used in many fields including science and technology. This paper will focus on the orbit correction by the algorithm of neural networks, a subset of machine learning, in Taiwan photon Photon Source. The training data for neural network is collected by machine study and accelerator toolbox (AT).

Primary Keyword AI-based controls

Primary author

Mau-Sen Chiu (National Synchrotron Radiation Research Center)

Presentation materials