A large-scale comparison of Python code in Jupyter notebooks and scripts K Grotov, S Titov, V Sotnikov, Y Golubev, T Bryksin Proceedings of the 19th International Conference on Mining Software …, 2022 | 27 | 2022 |
Language Models for Multimessenger Astronomy V Sotnikov, A Chaikova Galaxies 11 (3), 63, 2023 | 6 | 2023 |
New insights from old cosmic rays: A novel analysis of archival KASCADE data D Kostunin, I Plokhikh, M Ahlers, V Tokareva, V Lenok, P Bezyazeekov, ... arXiv preprint arXiv:2108.03407, 2021 | 5 | 2021 |
Reconstruction of sub-threshold events of cosmic-ray radio detectors using an autoencoder P Bezyazeekov, D Shipilov, I Plokhikh, A Mikhaylenko, P Turishcheva, ... arXiv preprint arXiv:2108.04627, 2021 | 2 | 2021 |
Methods of machine learning for the analysis of cosmic rays mass composition with the KASCADE experiment data MY Kuznetsov, NA Petrov, IA Plokhikh, VV Sotnikov Journal of Instrumentation 19 (01), P01025, 2024 | 1 | 2024 |
Towards mass composition study with KASCADE using deep neural networks M Kuznetsov, N Petrov, I Plokhikh𝑎, V Sotnikov𝑎 | 1 | 2022 |
Energy spectra of elemental groups of cosmic rays with the KASCADE experiment data and machine learning MY Kuznetsov, NA Petrov, IA Plokhikh, VV Sotnikov Journal of Cosmology and Astroparticle Physics 2024 (05), 125, 2024 | | 2024 |
Search for optimal deep neural network architecture for gamma ray search at KASCADE N Petrov, M Kuznetsov, I Plokhikh, V Sotnikov, M Tsobenko Chinese Physics C 44 (6), 065002, 2023 | | 2023 |
Towards mass composition study with KASCADE using deep neural networks V Sotnikov, M Kuznetsov, N Petrov, I Plokhikh 27th European Cosmic Ray Symposium, 92, 2023 | | 2023 |
Search for optimal deep neural network architecture for gamma ray search at KASCADE M Kuznetsov, N Petrov, I Plokhikh, V Sotnikov𝑎, M Tsobenko𝑓 | | 2022 |
Tunka-Rex Virtual Observatory V Lenok, O Kopylova, D Wochele, F Polgart, S Golovachev, V Sotnikov, ... arXiv preprint arXiv:2108.04651, 2021 | | 2021 |
Using Modern Machine Learning Methods on KASCADE Data for Outreach and Education V Tokareva, D Kostunin, I Plokhikh, V Sotnikov | | 2021 |