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Refining fast simulation using machine learning

At the CMS experiment, a growing reliance on the fast Monte Carlo application (FastSim) will accompany the high luminosity and detector granularity expected in Phase 2. The FastSim chain is roughly 10 times faster than the application based on the GEANT4 detector simulation and full reconstruction r...

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Detalles Bibliográficos
Autores principales: Bein, Samuel, Connor, Patrick, Pedro, Kevin, Schleper, Peter, Wolf, Moritz
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2872274