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astro-ph.HE2024
Classification of Fermi-LAT unassociated sources with machine learning in the presence of dataset shifts
Dmitry V. Malyshev
About one third of Fermi Large Area Telescope (LAT) sources are unassociated. We perform multi-class classification of Fermi-LAT sources using machine learning with the goal of pro…
astro-ph.HE2024
Galactic center GeV excess and classification of Fermi-LAT sources with machine learning
Dmitry V. Malyshev
Excess of gamma rays with a spherical morphology around the Galactic center (GC) observed in the Fermi large area telescope (LAT) data is one of the most intriguing features in the…