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An Ensemble of Neural Networks for Online Electron Filtering at the ATLAS Experiment

The ATLAS experiment implemented an ensemble of neural networks (NeuralRinger algorithm) dedicated to improving the performance of event filters selecting electrons in the high-input-rate online environment of the Large Hadron Collider (LHC) at CERN. This algorithm has been used online since 2017 to...

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Detalles Bibliográficos
Autor principal: Spolidoro Freund, Werner
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/1525/1/012076
http://cds.cern.ch/record/2675025