The criteria for selecting a method for unfolding neutron spectra based on the information entropy theory
文献类型：期刊论文
| 作者 | Zhu, QJ; Song, FQ; Ren, J; Chen, XY; Zhou, B;周斌(实) |
| 刊名 | RADIATION MEASUREMENTS
 |
| 出版日期 | 2014 |
| 卷号 | 62页码:22-27 |
| 关键词 | Bonner sphere Artificial neural network Maximum entropy method Neutron spectrum |
| 英文摘要 | To further expand the application of an artificial neural network in the field of neutron spectrometry, the criteria for choosing between an artificial neural network and the maximum entropy method for the purpose of unfolding neutron spectra was presented. The counts of the Bonner spheres for IAEA neutron spectra were used as a database, and the artificial neural network and the maximum entropy method were used to unfold neutron spectra; the mean squares of the spectra were defined as the differences between the desired and unfolded spectra. After the information entropy of each spectrum was calculated using information entropy theory, the relationship between the mean squares of the spectra and the information entropy was acquired. Useful information from the information entropy guided the selection of unfolding methods. Due to the importance of the information entropy, the method for predicting the information entropy using the Bonner spheres' counts was established. The criteria based on the information entropy theory can be used to choose between the artificial neural network and the maximum entropy method unfolding methods. The application of an artificial neural network to unfold neutron spectra was expanded. (C) 2014 Elsevier Ltd. All rights reserved. |
| 学科主题 | Nuclear Science & Technology |
| 收录类别 | SCI |
| WOS记录号 | WOS:000334003200005 |
| 公开日期 | 2016-05-03 |
| 源URL | [http://ir.ihep.ac.cn/handle/311005/225322]  |
| 专题 | 高能物理研究所_实验物理中心 |
| 推荐引用方式 GB/T 7714 | Zhu, QJ,Song, FQ,Ren, J,et al. The criteria for selecting a method for unfolding neutron spectra based on the information entropy theory[J]. RADIATION MEASUREMENTS,2014,62:22-27. |
| APA | Zhu, QJ,Song, FQ,Ren, J,Chen, XY,&Zhou, B；周斌.(2014).The criteria for selecting a method for unfolding neutron spectra based on the information entropy theory.RADIATION MEASUREMENTS,62,22-27. |
| MLA | Zhu, QJ,et al."The criteria for selecting a method for unfolding neutron spectra based on the information entropy theory".RADIATION MEASUREMENTS 62(2014):22-27. |
入库方式： OAI收割
来源：高能物理研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。