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3D convolutional GAN for fast simulation

Machine Learning techniques have been used in different applications by the HEP community: in this talk, we discuss the case of detector simulation. The need for simulated events, expected in the future for LHC experiments and their High Luminosity upgrades, is increasing dramatically and requires n...

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Detalles Bibliográficos
Autores principales: Vallecorsa, Sofia, Carminati, Federico, Khattak, Gulrukh
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1051/epjconf/201921402010
http://cds.cern.ch/record/2701779