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Progress towards an improved particle flow algorithm at CMS with machine learning

The particle-flow (PF) algorithm is of central importance to event reconstruction in the CMS experiment at the CERN LHC, and has been a focus of developments in light of planned Phase-2 running conditions with an increased pileup and detector granularity. Current rule-based implementations rely on e...

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Detalles Bibliográficos
Autor principal: CMS Collaboration
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2842375