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Deep Learning strategies for ProtoDUNE raw data denoising

In this work we investigate different machine learning based strategies for denoising raw simulation data from ProtoDUNE experiment. ProtoDUNE detector is hosted by CERN and it aims to test and calibrate the technologies for DUNE, a forthcoming experiment in neutrino physics. Our models leverage dee...

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Detalles Bibliográficos
Autores principales: Rossi, Marco, Vallecorsa, Sofia
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:http://cds.cern.ch/record/2753515