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Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations

The precise simulation of particle transport through detectors remains a key element for the successful interpretation of high energy physics results. However, Monte Carlo based simulation is extremely demanding in terms of computing resources. This challenge motivates investigations of faster, alte...

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Detalles Bibliográficos
Autores principales: Rehm, Florian, Vallecorsa, Sofia, Borras, Kerstin, Krücker, Dirk
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1051/epjconf/202125103042
http://cds.cern.ch/record/2767379