CNNCat: Categorizing high-energy photons in a Compton/Pair Telescope with Convolutional Neural Networks

Jan Peter Lommler, Uwe Oberlack

A Compton/Pair telescope, designed to provide spectral resolved images of cosmic photons from sub-MeV to GeV energies, records a wealth of data in a combination of tracking detecto…