Stanislav Polyakov

According to our database, Stanislav Polyakov authored at least 15 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Selection of gamma events from IACT images with deep learning methods.

Elizaveta Gres, Alexander P. Kryukov, Andrey P. Demichev, Julia J. Dubenskaya, Stanislav P. Polyakov, Anna Vlaskina, Dmitry P. Zhurov

CoRR, 2024

2022

Using a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis.

Julia Y. Dubenskaya, Alexander Kryukov, Andrey Demichev, Stanislav Polyakov, Elizaveta Gres, Anna Vlaskina

CoRR, 2022

Using conditional variational autoencoders to generate images from atmospheric Cherenkov telescopes.

Stanislav Polyakov, Alexander Kryukov, Andrey Demichev, Julia Y. Dubenskaya, Elizaveta Gres, Anna Vlaskina

CoRR, 2022

2021

Processing Images from Multiple IACTs in the TAIGA Experiment with Convolutional Neural Networks.

Stanislav Polyakov, Andrey Demichev, Alexander Kryukov, Evgeny Postnikov

CoRR, 2021

2019

Improving the Effective Utilization of Supercomputer Resources by Adding Low-Priority Containerized Jobs.

Julia Y. Dubenskaya, Stanislav Polyakov

CoRR, 2019

Deep Learning for Energy Estimation and Particle Identification in Gamma-ray Astronomy.

Evgeny Postnikov, Alexander P. Kryukov, Stanislav Polyakov, Dmitry P. Zhurov

CoRR, 2019

2018

Russian-German Astroparticle Data Life Cycle Initiative.

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

Data, 2018

A distributed data warehouse system for astroparticle physics.

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

CoRR, 2018

Particle identification in ground-based gamma-ray astronomy using convolutional neural networks.

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

CoRR, 2018

Using Binary File Format Description Languages for Documenting, Parsing, and Verifying Raw Data in TAIGA Experiment.

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

CoRR, 2018

2016

Web platforms for scientific research.

Alexander P. Kryukov, Andrey P. Demichev, Stanislav P. Polyakov

Program. Comput. Softw., 2016

Web Toolkit for Scientific Research: State of the Art and the Prospect for Development.

Stanislav P. Polyakov, Andrey P. Demichev, Alexander P. Kryukov

CoRR, 2016

2013

A Quality and Cost Approach for the Comparison of Small-World Interconnection Networks.

Andrey Demichev, Viatcheslav A. Ilyin, Alexander P. Kryukov, Stanislav Polyakov

J. Interconnect. Networks, 2013

A Quality and Cost Approach for Comparison of Small-World Networks

Andrey Demichev, Viatcheslav A. Ilyin, Alexander P. Kryukov, Stanislav Polyakov

CoRR, 2013

Fault Tolerance of Small-World Regular and Stochastic Interconnection Networks.

Andrey Demichev, Viatcheslav A. Ilyin, Alexander P. Kryukov, Stanislav Polyakov

CoRR, 2013