2021
DOI: 10.48550/arxiv.2109.07235
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Artificial Neural Networks for cosmic gamma-ray propagation in the Universe

K K Singh,
V K Dhar,
P J Meintjes

Abstract: We explore the potential of an artificial neural network (ANN) based method intelligence to probe the propagation of cosmic γ-ray photons in the extragalactic Universe. The journey of γ-rays emitted from a distant source like blazar to the observer at the Earth is impeded by the absorption through the interaction with the extragalactic background light (EBL), leading to an electron-positron pair production. This process dominates for gamma ray photons with energy above 10 GeV propagating over the cosmological … Show more

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References 51 publications
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