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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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Detalles Bibliográficos
Autores principales: Altmann, Yoann, Di Fulvio, Angela, Paff, Marc G., Clarke, Shaun D., Davies, Mike E., McLaughlin, Stephen, Hero, Alfred O., Pozzi, Sara A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7176719/
https://www.ncbi.nlm.nih.gov/pubmed/32321941
http://dx.doi.org/10.1038/s41598-020-62947-3