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

The 5th International Workshop on Deep Learning in Computational Physics (DLCP2021)

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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

PoS ICRC 2021 (2021) 319

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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

PoS ICRC 2021 (2021) 223

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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

PoS ICRC 2021 (2021) 421

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