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Identification of Jets Containing b-Hadrons with Recurrent Neural Networks at the ATLAS Experiment

A novel b-jet identification algorithm is constructed with a Recurrent Neural Network (RNN) at the ATLAS Experiment. This talk presents the expected performance of the RNN based b-tagging in simulated $t \bar t$ events. The RNN based b-tagging processes properties of tracks associated to jets which...

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Detalles Bibliográficos
Autor principal: Jiang, Zihao
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:http://cds.cern.ch/record/2262997