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Sparse Convolutional Neural Networks for particle classification in ProtoDUNE-SP events
Deep Learning (DL) methods and Computer Vision are becoming important tools for event reconstruction in particle physics detectors. In this work, we report on the use of submanifold sparse convolutional neural networks (SparseNets) for the classification of track and shower hits from a DUNE prototyp...
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Lenguaje: | eng |
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2023
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Acceso en línea: | https://dx.doi.org/10.1088/1742-6596/2438/1/012125 http://cds.cern.ch/record/2869686 |