Machine-Learning-based global particle-identification algorithms at the LHCb experiment

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One of the most important aspects of data analysis at the LHC experiments is the particle identification (PID). In LHCb, several different sub-detectors provide PID information: two Ring Imaging Cherenkov (RICH) detectors, the hadronic and electromagnetic calorimeters, and the muon chambers. To impr...

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Detalles Bibliográficos
Autores principales: Derkach, Denis, Hushchyn, Mikhail, Likhomanenko, Tatiana, Rogozhnikov, Alex, Kazeev, Nikita, Chekalina, Victoria, Neychev, Radoslav, Kirillov, Stanislav, Ratnikov, Fedor
Lenguaje:eng
Publicado: 2018
Materias:
Computing and Computers
Particle Physics - Experiment
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/1085/4/042038
http://cds.cern.ch/record/2664843

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