|
|||||
|
|
Application of artificial neural networks for unfolding neutron spectra by using a scintillation detector |
|
| Authors: | YAN Jie LIU Rong LI Cheng JIANG Li & WANG Mei Institute of Nuclear Physics Chemistry Chinese Academy of Engineering Physics Mianyang China |
| Affiliation: | YAN Jie1,2,LIU Rong1,LI Cheng2,JIANG Li1 & WANG Mei1 1 Institute of Nuclear Physics and Chemistry,Chinese Academy of Engineering Physics,Mianyang 621900,China,2 Department of Modern Physics,University of Science and Technology of China,Hefei 230026 |
| Abstract: | The unfolding of neutron spectra from the pulse height distribution measured by a BC501A scintillation detector is accomplished by the application of artificial neural networks (ANN). A simple linear neural network without biases and hidden layers is adopted. A set of monoenergetic detector response functions in the energy range from 0.25 MeV to 16 MeV with an energy interval of 0.25 MeV are generated by the Monte Carlo code O5S in the training phase of the unfolding process. The capability of ANN was demon... |
| Keywords: | artificial neural network unfolding neutron spectra scintillation detectors O5S |
| 本文献已被 CNKI 等数据库收录！ | |