Applications  of  Wavelet  Analysis  and  Neutral  Networks in  Nuclear  Physics  and  Engineering

YU  Guo-liang; HOU  long; ZHANG  Xiao-peng; WANG  Zhao-hui; KANG  Guo-guo; WANG  Qi; SU  Xiao-bin; ZHANG  Yi-yun

doi:10.11804/NuclPhysRev.29.03.272

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Volume 29 Issue 3

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Article Navigation > Nuclear Physics Review > 2012 > 29(3): 272-278

YU Guo-liang, HOU long, ZHANG Xiao-peng, WANG Zhao-hui, KANG Guo-guo, WANG Qi, SU Xiao-bin, ZHANG Yi-yun. Applications of Wavelet Analysis and Neutral Networks in Nuclear Physics and Engineering[J]. Nuclear Physics Review, 2012, 29(3): 272-278. doi: 10.11804/NuclPhysRev.29.03.272

Citation:

YU Guo-liang, HOU long, ZHANG Xiao-peng, WANG Zhao-hui, KANG Guo-guo, WANG Qi, SU Xiao-bin, ZHANG Yi-yun. Applications of Wavelet Analysis and Neutral Networks in Nuclear Physics and Engineering[J]. Nuclear Physics Review, 2012, 29(3): 272-278. doi: 10.11804/NuclPhysRev.29.03.272

Applications of Wavelet Analysis and Neutral Networks in Nuclear Physics and Engineering

doi: 10.11804/NuclPhysRev.29.03.272

1.
Institute of Physics, China Institute of Atomic Energy, Beijing 102413, China;2.College of Physical Science and Technology, Sichuan University, Chengdu 610065, China

Received Date: 1900-01-01
Rev Recd Date: 1900-01-01
Publish Date: 2012-09-20

Abstract

Applications of wavelet analysis and neutral networks in the field of nuclear physics and engineering are reviewed. The principle of these two methods are introduced briefly, and then the applications of multiresolution analysis technique in the smoothing of γray spectroscopy, and in nuclear power plant monitoring are discussed in detail. Applications of the continuous wavelet analysis method in γray spectroscopy analysis, in particle identification , and in nuclear reactor safety monitoring are also talked over. In addition, the applications of neutral networks in above fields are introduced. Finally, the trends of the future development for these two methods are prospected.
- wavelet analysis,
- neural network,
- multiresolution analysis
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通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

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Applications of Wavelet Analysis and Neutral Networks in Nuclear Physics and Engineering

doi: 10.11804/NuclPhysRev.29.03.272

1. Institute of Physics, China Institute of Atomic Energy, Beijing 102413, China;2.College of Physical Science and Technology, Sichuan University, Chengdu 610065, China

Received Date: 1900-01-01
Rev Recd Date: 1900-01-01
Publish Date: 2012-09-20

Key words:

Abstract: Applications of wavelet analysis and neutral networks in the field of nuclear physics and engineering are reviewed. The principle of these two methods are introduced briefly, and then the applications of multiresolution analysis technique in the smoothing of γray spectroscopy, and in nuclear power plant monitoring are discussed in detail. Applications of the continuous wavelet analysis method in γray spectroscopy analysis, in particle identification , and in nuclear reactor safety monitoring are also talked over. In addition, the applications of neutral networks in above fields are introduced. Finally, the trends of the future development for these two methods are prospected.

Citation:

YU Guo-liang, HOU long, ZHANG Xiao-peng, WANG Zhao-hui, KANG Guo-guo, WANG Qi, SU Xiao-bin, ZHANG Yi-yun. Applications of Wavelet Analysis and Neutral Networks in Nuclear Physics and Engineering[J]. Nuclear Physics Review, 2012, 29(3): 272-278. doi: 10.11804/NuclPhysRev.29.03.272