Researching | Prototype of an early warning system based on deep learning for the CSNS accelerator

High Power Laser and Particle Beams, Volume. 33, Issue 4, 044008(2021)

Prototype of an early warning system based on deep learning for the CSNS accelerator

Yongcheng He^1,2,3, Yuliang Zhang^1,2,3, Lin Wang^1,2,3, Dapeng Jin^1,2,3, Xuan Wu^1,2,3, Mingtao Kang^1,2, Fengqin Guo^1,2, and Peng Zhu^1,2,3

Author Affiliations

¹Institute of High Energy Physics, Chinese Academy of Sciences (CAS), Beijing 100049, China

²Spallation Neutron Source Science Center, Dongguan 523803, China

³University of Chinese Academy of Sciences, Beijing 100049, China

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CPU Memory GPU Operating system Python TensorFlow
Intel Xeon E5-2678v3×2 128 GB RTX 2080Ti×2 Ubuntu 18.04.1 Anaconda 2019.07 1.14.0

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Yongcheng He, Yuliang Zhang, Lin Wang, Dapeng Jin, Xuan Wu, Mingtao Kang, Fengqin Guo, Peng Zhu. Prototype of an early warning system based on deep learning for the CSNS accelerator[J]. High Power Laser and Particle Beams, 2021, 33(4): 044008

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Paper Information

Category: Particle Beams and Accelerator Technology

Received: Dec. 16, 2020

Accepted: --

Published Online: Jun. 24, 2021

The Author Email:

DOI:10.11884/HPLPB202133.200340

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology