Deep learning with photosensor timing information as a background rejection method for the Cherenkov Telescope Array

New deep learning techniques present promising new analysis methods for Imaging Atmospheric Cherenkov Telescopes (IACTs) such as the upcoming Cherenkov Telescope Array (CTA). In particular, the use of Convolutional Neural Networks (CNNs) could provide a direct event classification method that uses t...

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Detalhes bibliográficos
Principais autores: Spencer, ST, Armstrong, T, Watson, J, Mangano, S, Renier, Y, Cotter, G
Formato: Journal article
Idioma:English
Publicado em: Elsevier 2021