A marine radioisotope gamma-ray spectrum analysis method based on Monte Carlo simulation and MLP neu...
A marine radioisotope gamma-ray spectrum analysis method based on Monte Carlo simulation and MLP neural network
About this item
Full title
Author / Creator
Dai, Wenhan , Zeng, Zhi , Dou, Daowei , Ma, Hao , Chen, Jianping , Li, Junli and Zhang, Hui
Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
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Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
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Scope and Contents
Contents
The monitoring of Cs-137 in seawater using scintillation detector relies on the spectrum analysis method to extract the Cs-137 concentration. And when in poor statistic situation, the calculation result of the traditional net peak area (NPA) method has a large uncertainty. We present a machine learning based method to better analyze the gamma-ray s...
Alternative Titles
Full title
A marine radioisotope gamma-ray spectrum analysis method based on Monte Carlo simulation and MLP neural network
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2456035567
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2456035567
Other Identifiers
E-ISSN
2331-8422
DOI
10.48550/arxiv.2010.15245
