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Physics Object Localization with Point Cloud Segmentation Networks

In modern particle physics experiments, the identification and trajectory of physics object, e.g. leptons and jets, depends on a complex pipeline of feature extraction, search, and machine learning algorithms. Deep neural networks (DNNs) offer a possibility of streamlining this process. This note de...

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Detalles Bibliográficos
Autor principal: The ATLAS collaboration
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:http://cds.cern.ch/record/2753414