Stanislav Polyakov

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
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
2022 J jnl
Using a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis.
CoRR
Julia Y. Dubenskaya, Alexander Kryukov, Andrey Demichev, Stanislav Polyakov, Elizaveta Gres, Anna Vlaskina
2022 J jnl
Using conditional variational autoencoders to generate images from atmospheric Cherenkov telescopes.
CoRR
Stanislav Polyakov, Alexander Kryukov, Andrey Demichev, Julia Y. Dubenskaya, Elizaveta Gres, Anna Vlaskina
2021 J jnl
Processing Images from Multiple IACTs in the TAIGA Experiment with Convolutional Neural Networks.
CoRR
Stanislav Polyakov, Andrey Demichev, Alexander Kryukov, Evgeny Postnikov
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
2019 J jnl
Improving the Effective Utilization of Supercomputer Resources by Adding Low-Priority Containerized Jobs.
CoRR
Julia Y. Dubenskaya, Stanislav Polyakov
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
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
2013 J jnl
A Quality and Cost Approach for Comparison of Small-World Networks
CoRR
Andrey Demichev, Viatcheslav A. Ilyin, Alexander P. Kryukov, Stanislav Polyakov
2013 J jnl
A Quality and Cost Approach for the Comparison of Small-World Interconnection Networks.
J. Interconnect. Networks
Andrey Demichev, Viatcheslav A. Ilyin, Alexander P. Kryukov, Stanislav Polyakov
2013 J jnl
Fault Tolerance of Small-World Regular and Stochastic Interconnection Networks.
CoRR
Andrey Demichev, Viatcheslav A. Ilyin, Alexander P. Kryukov, Stanislav Polyakov