Vladimir Sotnikov
Research Groups
Biography
I graduated from KubSTU with MSc in cybersecurity. During my study, I was working on various computer vision tasks (for physical security access control systems) as well as on deep learning intrusion detection systems.
Since 2019, I am a developer at JetBrains, where I'm involved in multiple Computer Vision and NLP projects, including the Art Generator codenamed Limb [[1]](https://code2art.jetbrains.com/), [[2]](https://blog.jetbrains.com/blog/2020/09/29/intelligent-code-art/) and 10M Jupyter Notebooks research [[3]](https://blog.jetbrains.com/datalore/2020/12/17/we-downloaded-10-000-000-jupyter-notebooks-from-github-this-is-what-we-learned/).
Publications
Using Modern Machine Learning Methods on KASCADE Data for Outreach and Education
December 2021
V. Tokareva, D. Kostunin, I. Plokhikh and V. Sotnikov
New insights from old cosmic rays: A novel analysis of archival KASCADE data
August 2021
D. Kostunin, I. Plokhikh, M. Ahlers, V. Tokareva, V. Lenok, P.A. Bezyazeekov, S. Golovachev, V. Sotnikov, R. Mullyadzhanov and E. Sotnikova
Reconstruction of sub-threshold events of cosmic-ray radio detectors using an autoencoder
August 2021
P. Bezyazeekov, D. Shipilov, D. Kostunin, I. Plokhikh, A. Mikhaylenko, P. Turishcheva, S. Golovachev, V. Sotnikov and E. Sotnikova for the Tunka-Rex Collaboration
Tunka-Rex Virtual Observatory
August 2021
V. Lenok, D. Kostunin, O. Kopylova, P. Bezyazeekov, D. Wochele, F. Polgart, S. Golovachev, V. Sotnikov and E. Sotnikova for the Tunka-Rex Collaboration