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Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks

The increasing luminosities of future Large Hadron Collider runs and next generation of collider experiments will require an unprecedented amount of simulated events to be produced. Such large scale productions are extremely demanding in terms of computing resources. Thus new approaches to event gen...

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Detalles Bibliográficos
Autores principales: Maevskiy, Artem, Derkach, Denis, Kazeev, Nikita, Ustyuzhanin, Andrey, Artemev, Maksim, Anderlini, Lucio
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/1525/1/012097
http://cds.cern.ch/record/2678418