Cargando…

Three dimensional Generative Adversarial Networks for fast simulation

We present the first application of three-dimensional convolutional Generative Adversarial Network to High Energy Physics simulation. We generate three-dimensional images of particles depositing energy in high granularity calorimeters. This is the first time such an approach is taken in HEP where mo...

Descripción completa

Detalles Bibliográficos
Autores principales: Carminati, F, Gheata, A, Khattak, G, Mendez Lorenzo, P, Sharan, S, Vallecorsa, S
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/1085/3/032016
http://cds.cern.ch/record/2665775