Study on neutron-gamma discrimination methods based on GMM-KNN and LabVIEW implementation

被引：0
|
作者：
Ding, Ting-Meng [1 ]
Jiang, Yu-Hang [1 ]
Wang, Xuan-Xi [1 ]
Jiang, Xiao-Fei [1 ]
机构：
[1] Big Data and Information Engineering, GuiZhou University, Guiyang,550025, China
来源：
Nuclear Science and Techniques | 2024年 / 35卷 / 11期
关键词：
n-; discrimination; GMM; KNN; LabVIEW; Classification; Regression;
D O I：
10.1007/s41365-024-01545-8
中图分类号：
学科分类号：
摘要：
37
引用
收藏
相关论文
共 50 条
  • [21] Digital Neutron-Gamma Discrimination Methods: Charge Comparison versus Zero-Crossing
    Szczcsniak, T.
    Grodzicka, M.
    Moszynski, M.
    Wolski, D.
    Swiderski, L.
    Szawlowski, M.
    Schotanus, P.
    2014 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2014,
  • [22] The Neutron-Gamma Pulse Shape Discrimination of CLLB Detector
    Song, Ruiqiang
    Peng, Shuo
    Tong, Yufeng
    Wu, Qi
    Qian, Sen
    Wang, Zhigang
    Han, Jifeng
    26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2023, 2024, 295
  • [23] Digital neutron-gamma discrimination with scintillators: An innovative approach
    Jamili, S.
    Bayat, E.
    Ghal-Eh, N.
    RADIATION PHYSICS AND CHEMISTRY, 2017, 132 : 13 - 15
  • [24] Using Singular Value Decomposition for Neutron-Gamma Discrimination
    Linczuk, Maciej
    Korolczuk, Stefan
    Cieszewski, Radoslaw
    PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2015, 2015, 9662
  • [25] Neutron-gamma discrimination based on pulse shape discrimination in a Ce:LiCaAlF6 scintillator
    Yamazaki, Atsushi
    Watanabe, Kenichi
    Uritani, Akira
    Iguchi, Tetsuo
    Kawaguchi, Noriaki
    Yanagida, Takayuki
    Fujimoto, Yutaka
    Yokota, Yuui
    Kamada, Kei
    Fukuda, Kentaro
    Suyama, Toshihisa
    Yoshikawa, Akira
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2011, 652 (01): : 435 - 438
  • [26] NEUTRON-GAMMA DISCRIMINATION IN A FAST-NEUTRON TIME OF FLIGHT SPECTROMETER
    SEELIGER, D
    SEIDEL, K
    WILL, E
    KERNENERGIE, 1972, 15 (10): : 347 - +
  • [27] Neutron-gamma discrimination method based on blind source separation and machine learning
    Arahmane, Hanan
    Hamzaoui, El-Mehdi
    Ben Maissa, Yann
    El Moursli, Rajaa Cherkaoui
    NUCLEAR SCIENCE AND TECHNIQUES, 2021, 32 (02)
  • [28] Neutron-gamma discrimination method based on blind source separation and machine learning
    Hanan Arahmane
    El-Mehdi Hamzaoui
    Yann Ben Maissa
    Rajaa Cherkaoui El Moursli
    Nuclear Science and Techniques, 2021, 32
  • [29] A neutron-gamma pulse shape discrimination method based on pure and mixed sources
    Kaplan, Alan D.
    Blair, Brenton
    Chen, Cliff
    Glenn, Andrew
    Ruz, Jaime
    Wurtz, Ron
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2019, 919 : 36 - 41
  • [30] Neutron-gamma discrimination method based on blind source separation and machine learning
    Hanan Arahmane
    El-Mehdi Hamzaoui
    Yann Ben Maissa
    Rajaa Cherkaoui El Moursli
    Nuclear Science and Techniques, 2021, 32 (02) : 72 - 82
12345