JACoW is a publisher in Geneva, Switzerland that publishes the proceedings of accelerator conferences held around the world by an international collaboration of editors.
TY - CONF AU - Chiu, M.-S. AU - Cheng, Y.-S. AU - Felix, C.P. AU - Luo, G.-H. AU - Tsai, H.-J. AU - Tseng, F.H. ED - Braun, Hans-Heinrich ED - Chrin, Jan ED - Ganter, Romain ED - Hiller, Nicole ED - Schaa, Volker RW TI - Simulation Study of Orbit Correction by Neural Network in Taiwan Photon Source J2 - Proc. of FLS2023, Luzern, Switzerland, 27 August-01 September 2023 CY - Luzern, Switzerland T2 - ICFA Advanced Beam Dynamics Workshop T3 - 67 LA - english AB - Machine learning has been applied in many fields in re-cent decades. Many research articles also presented re-markable achievements in either operation or designing of the particle accelerator. This paper focuses on the simulated orbit correction by neural networks, a subset of machine learning, in Taiwan Photon Source. The training data for the neural network is generated by accelerator toolbox (AT). PB - JACoW Publishing CP - Geneva, Switzerland SP - 188 EP - 191 KW - network KW - storage-ring KW - lattice KW - synchrotron KW - photon DA - 2024/01 PY - 2024 SN - 2673-7035 SN - 978-3-95450-224-0 DO - doi:10.18429/JACoW-FLS2023-WE4P19 UR - http://jacow.org/fls2023/papers/we4p19.pdf ER -