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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, Rodriguez, Brian Cruz, Franklin, Lena, De La Cruz, Harold Guerrero, Leininger, Tara, Norberg, Scarlet, Pedro, Kevin, Rosado Trinidad, Angel, Ye, Yiheng
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.2172/1835859
https://dx.doi.org/10.1088/1742-6596/2438/1/012079
http://cds.cern.ch/record/2802586