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Using machine learning to improve neutron identification in water Cherenkov detectors

Water Cherenkov detectors like Super-Kamiokande, and the next generation Hyper-Kamiokande are adding gadolinium to their water to improve the detection of neutrons. By detecting neutrons in addition to the leptons in neutrino interactions, an improved separation between neutrino and anti-neutrinos,...

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Detalles Bibliográficos
Autores principales: Jamieson, Blair, Stubbs, Matt, Ramanna, Sheela, Walker, John, Prouse, Nick, Akutsu, Ryosuke, de Perio, Patrick, Fedorko, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561466/
https://www.ncbi.nlm.nih.gov/pubmed/36247971
http://dx.doi.org/10.3389/fdata.2022.978857