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ParticleNet: Jet Tagging via Particle Clouds

How to represent a jet is at the core of machine learning on jet physics. Inspired by the notion of point clouds, we propose a new approach that considers a jet as an unordered set of its constituent particles, effectively a “particle cloud.” Such a particle cloud representation of jets is efficient...

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Detalles Bibliográficos
Autores principales: Qu, Huilin, Gouskos, Loukas
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1103/PhysRevD.101.056019
http://cds.cern.ch/record/2798318