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astro-ph.HE2023★ 11 cited
Energy spectra of elemental groups of cosmic rays with the KASCADE experiment data and machine learning
M. Yu. Kuznetsov, N. A. Petrov, I. A. Plokhikh +1
We report the reconstruction of the mass component spectra of cosmic rays (protons, helium, carbon, silicon and iron) and their mean mass composition, at energies from 1.4 to 100 P…
astro-ph.HE2023★ 3 cited
Methods of machine learning for the analysis of cosmic rays mass composition with the KASCADE experiment data
M. Yu. Kuznetsov, N. A. Petrov, I. A. Plokhikh +1
We study the problem of reconstruction of high-energy cosmic rays mass composition from the experimental data of extensive air showers. We develop several machine learning methods…