Maximum Likelihood Reconstruction of Water Cherenkov Events With Deep Generative Neural Networks

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Large water Cherenkov detectors have shaped our current knowledge of neutrino physics and nucleon decay, and will continue to do so in the foreseeable future. These highly capable detectors allow for directional and topological, as well as calorimetric information to be extracted from signals on the...

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Detalles Bibliográficos
Autores principales: Jia, Mo, Kumar, Karan, Mackey, Liam S., Putra, Alexander, Vilela, Cristovao, Wilking, Michael J., Xia, Junjie, Yanagisawa, Chiaki, Yang, Karan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Big Data
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9247294/
https://www.ncbi.nlm.nih.gov/pubmed/35782362
http://dx.doi.org/10.3389/fdata.2022.868333

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