Autoencoder-based Online Data Quality Monitoring for the CMS Electromagnetic Calorimeter

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The online Data Quality Monitoring system (DQM) of the CMS electromagnetic calorimeter (ECAL) is a crucial operational tool that allows ECAL experts to quickly identify, localize, and diagnose a broad range of detector issues that would otherwise hinder physics-quality data taking. Although the exis...

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Detalles Bibliográficos
Autores principales: Harilal, Abhirami, Park, Kyungmin, Andrews, Michael, Paulini, Manfred
Lenguaje:eng
Publicado: 2023
Materias:
physics.data-an
Other Fields of Physics
hep-ex
Particle Physics - Experiment
cs.LG
Computing and Computers
physics.ins-det
Detectors and Experimental Techniques
Acceso en línea:http://cds.cern.ch/record/2869198

Internet

http://cds.cern.ch/record/2869198

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