Safety of Quark/Gluon Jet Classification

The classification of jets as quark- versus gluon-initiated is an important yet challenging task in the analysis of data from high-energy particle collisions and in the search for physics beyond the Standard Model. The recent integration of deep neural networks operating on low-level detector inform...

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Veröffentlicht in:	arXiv.org 2021-03
Hauptverfasser:	Romero, Alexis, Whiteson, Daniel, Fenton, Michael, Collado, Julian, Baldi, Pierre
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Classification Gluons Particle collisions Quarks Safety
Online-Zugang:	Volltext
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