Dmitry P. Zhurov

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis of the TAIGA-HiSCORE Data Using the Latent Space of Autoencoders.
CoRR
Yu. Yu. Dubenskaya, S. P. Polyakov, A. P. Kryukov, Andrey P. Demichev, Elizaveta Gres, E. B. Postnikov, A. Yu. Razumov, P. A. Volchugov, Dmitry P. Zhurov
2025 J jnl
Capability of using the normalizing flows for extraction rare gamma events in the TAIGA experiment.
CoRR
A. P. Kryukov, A. Yu. Razumov, Andrey Demichev, Julia J. Dubenskaya, Elizaveta Gres, Stanislav P. Polyakov, E. B. Postnikov, P. A. Volchugov, Dmitry P. Zhurov
2025 J jnl
Evaluation of EAS directions based on TAIGA HiSCORE data using fully connected neural networks.
CoRR
A. P. Kryukov, Stanislav P. Polyakov, Yu. Yu. Dubenskaya, Elizaveta Gres, E. B. Postnikov, P. A. Volchugov, Dmitry P. Zhurov
2025 J jnl
Gamma/hadron separation in the TAIGA experiment with neural network methods.
CoRR
Elizaveta Gres, A. P. Kryukov, P. A. Volchugov, Julia J. Dubenskaya, Dmitry P. Zhurov, Stanislav Polyakov, E. B. Postnikov, Anna Vlaskina
2025 J jnl
Image Data Augmentation for the TAIGA-IACT Experiment with Conditional Generative Adversarial Networks.
CoRR
Yu. Yu. Dubenskaya, A. P. Kryukov, Elizaveta Gres, Stanislav P. Polyakov, E. B. Postnikov, P. A. Volchugov, Anna Vlaskina, Dmitry P. Zhurov
2024 J jnl
Selection of gamma events from IACT images with deep learning methods.
CoRR
Elizaveta Gres, Alexander P. Kryukov, Andrey P. Demichev, Julia J. Dubenskaya, Stanislav P. Polyakov, Anna Vlaskina, Dmitry P. Zhurov
2019 J jnl
Deep Learning for Energy Estimation and Particle Identification in Gamma-ray Astronomy.
CoRR
Evgeny Postnikov, Alexander P. Kryukov, Stanislav Polyakov, Dmitry P. Zhurov
2018 J jnl
A distributed data warehouse system for astroparticle physics.
CoRR
Minh-Duc Nguyen, Alexander P. Kryukov, Julia Y. Dubenskaya, Elena Korosteleva, Stanislav Polyakov, Evgeny Postnikov, Igor V. Bychkov, Andrey A. Mikhailov, Alexey O. Shigarov, Oleg L. Fedorov, Yulia Kazarina, Dmitry Shipilov, Dmitry P. Zhurov
2018 J jnl
Particle identification in ground-based gamma-ray astronomy using convolutional neural networks.
CoRR
E. B. Postnikov, Igor V. Bychkov, Julia Y. Dubenskaya, Oleg L. Fedorov, Y. A. Kazarina, Elena Korosteleva, Alexander P. Kryukov, Andrey A. Mikhailov, Minh-Duc Nguyen, Stanislav P. Polyakov, Alexey O. Shigarov, D. A. Shipilov, Dmitry P. Zhurov
2018 J jnl
Russian-German Astroparticle Data Life Cycle Initiative.
Data
Igor V. Bychkov, Andrey Demichev, Julia Y. Dubenskaya, Oleg L. Fedorov, Andreas Haungs, Andreas Heiss, Donghwa Kang, Yulia Kazarina, Elena Korosteleva, Dmitriy Kostunin, Alexander P. Kryukov, Andrey A. Mikhailov, Minh-Duc Nguyen, Stanislav Polyakov, Evgeny Postnikov, Alexey O. Shigarov, Dmitry Shipilov, Achim Streit, Victoria Tokareva, Doris Wochele, Jürgen Wochele, Dmitry P. Zhurov
2018 J jnl
Using Binary File Format Description Languages for Documenting, Parsing, and Verifying Raw Data in TAIGA Experiment.
CoRR
Igor V. Bychkov, Andrey Demichev, Julia Y. Dubenskaya, Oleg L. Fedorov, Aleksey E. Hmelnov, Yulia Kazarina, Elena Korosteleva, Dmitriy Kostunin, Alexander P. Kryukov, Andrey A. Mikhailov, Minh-Duc Nguyen, Stanislav Polyakov, Evgeny Postnikov, Alexey O. Shigarov, D. A. Shipilov, Dmitry P. Zhurov