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Expectation-propagation for weak radionuclide identification at radiation portal monitors

We propose a sparsity-promoting Bayesian algorithm capable of identifying radionuclide signatures from weak sources in the presence of a high radiation background. The proposed method is relevant to radiation identification for security applications. In such scenarios, the background typically consi...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Altmann, Yoann, Di Fulvio, Angela, Paff, Marc G., Clarke, Shaun D., Davies, Mike E., McLaughlin, Stephen, Hero, Alfred O., Pozzi, Sara A.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7176719/
https://ncbi.nlm.nih.gov/pubmed/32321941
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-62947-3
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