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MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks

In general-purpose particle detectors, the particle-flow algorithm may be used to reconstruct a comprehensive particle-level view of the event by combining information from the calorimeters and the trackers, significantly improving the detector resolution for jets and the missing transverse momentum...

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Detalles Bibliográficos
Autores principales: Pata, Joosep, Duarte, Javier, Vlimant, Jean-Roch, Pierini, Maurizio, Spiropulu, Maria
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1140/epjc/s10052-021-09158-w
http://cds.cern.ch/record/2750781