| Autor: |
Xuan Chung Le, Ho Phong Vi, Tuan Anh Le, Duc Ton Nguyen, Hoang Phuc Nguyen, Duy Linh Bui |
| Rok vydání: |
2021 |
| Zdroj: |
Nuclear Science and Technology. 11:1-8 |
| ISSN: |
1810-5408 |
| Popis: |
Neutrons and gamma-rays from a 152Cf source have been measured and separated based on the time of flight (TOF) technique. Their pulse shape characteristics measured by EJ-299-33 scintillator were used to train an artificial neural network (ANN) in a machine learning method. Afterward, the ANN was used to predict another set of pulse shape data to identify neutron and gamma-ray events. Comparing to the charge-comparison method, the ANN gave better identification. This result proves a potential application of machine learning method in the nuclear data analysis. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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