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Denoising Convolutional Networks to Accelerate Detector Simulation

The high accuracy of detector simulation is crucial for modern particle physics experiments. However, this accuracy comes with a high computational cost, which will be exacerbated by the large datasets and complex detector upgrades associated with next-generation facilities such as the High Luminosi...

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Detalles Bibliográficos
Autores principales: Banerjee, Sunanda, Cruz Rodriguez, B, Franklin, Lena, Guerrero De La Cruz, H, Leininger, T, Norberg, S, Pedro, K, Rosado Trinidad, A, Ye, Y
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.2172/1854798
http://cds.cern.ch/record/2853279