机器学习在粒子加速器的应用

储中明,肖邓杰,乔予思,万金宇

Machine Learning Applications for Particle Accelerators

Chu Zhongming,Xiao Dengjie,Qiao Yusi,Wan Jinyu

Table 1 HEPS main parameters

Main parameters Value Unit Beam energy 6 GeV Circumference 1360 m Emittance 58 (<40 anti-bend) pm·rad Beam current 200 mA Brightness >1022 Phs/s/mm2/mrad2/ 0.1%Bw Injection Top-up Bunch structure 680 bunch, high brightness mode 63 bunch, timing mode