2 papers
astro-ph.HE2023
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
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…