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Neutron/gamma (n/γ) discrimination method based on KPCA-MPA-ELM
NUCLEAR ELECTRONICS AND INSTRUMENTATION | 更新时间:2024-10-25
    • Neutron/gamma (n/γ) discrimination method based on KPCA-MPA-ELM

    • In the field of neutron detection, researchers have proposed a machine learning discrimination method that combines KPCA, MPA, and ELM, significantly improving the efficiency of n/γ discrimination. The experimental results show that the average discrimination accuracy of this method is as high as 99.07%, providing an efficient solution for neutron detection.
    • NUCLEAR TECHNIQUES   Vol. 47, Issue 4, Article number: 040403(2024)
    • DOI:10.11889/j.0253-3219.2024.hjs.47.040403    

      CLC: TL812
    • Received:25 September 2023

      Revised:04 December 2023

      Published:15 April 2024

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  • HU Wanping,ZHANG Guiyu,ZHANG Yunlong,et al.Neutron/gamma (n/γ) discrimination method based on KPCA-MPA-ELM[J]. NUCLEAR TECHNIQUES,2024,47(04):040403. DOI: 10.11889/j.0253-3219.2024.hjs.47.040403.

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