Aleksei A. Sorokin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Matrix Multiplication

Satellite Images

Machine Learning And Computer Vision

Top Venues

J. Parallel Distributed Comput.

Program. Comput. Softw.

J. Supercomput.

Publications

Aleksei A. Sorokin, Alexey Stepanov, Konstantin Dubrovin, Andrey Verkhoturov
Enhancement of Comparative Assessment Approaches for Synthetic Aperture Radar (SAR) Vegetation Indices for Crop Monitoring and Identification - Khabarovsk Territory (Russia) Case Study. Remote. Sens. 16 (14) (2024)
Olga Girina, Alexander Manevich, Evgeny Loupian, Ivan Uvarov, Sergey P. Korolev, Aleksei A. Sorokin, Iraida Romanova, Lubov Kramareva, Mikhail Burtsev
Monitoring the Thermal Activity of Kamchatkan Volcanoes during 2015-2022 Using Remote Sensing. Remote. Sens. 15 (19) (2023)
Sergey P. Korolev, Igor Urmanov, Aleksei A. Sorokin, Olga Girina
Detecting Volcano Thermal Activity in Night Images Using Machine Learning and Computer Vision. Remote. Sens. 15 (19) (2023)
Aleksei A. Sorokin, Sergey I. Malkovsky, Georgiy Tsoy
Comparing the performance of general matrix multiplication routine on heterogeneous computing systems. J. Parallel Distributed Comput. 160 (2022)
Olga Girina, Sergey I. Malkovsky, Aleksei A. Sorokin, Evgeny Loupian, Sergey P. Korolev
Numerical Modeling of the Ash Cloud Movement from the Catastrophic Eruption of the Sheveluch Volcano in November 1964. Remote. Sens. 14 (14) (2022)
Sergey P. Korolev, Aleksei A. Sorokin, Igor Urmanov, Aleksandr Kamaev, Olga Girina
Classification of Video Observation Data for Volcanic Activity Monitoring Using Computer Vision and Modern Neural NetWorks (on Klyuchevskoy Volcano Example). Remote. Sens. 13 (23) (2021)
Sergey I. Malkovsky, Aleksei A. Sorokin, Georgiy Tsoy, Sergey P. Korolev, Sergey I. Smagin, Vadim A. Kondrashev
Evaluating the performance of FFT library implementations on modern hybrid computing systems. J. Supercomput. 77 (8) (2021)
Alexey Stepanov, Konstantin Dubrovin, Aleksei A. Sorokin, Tatiana Aseeva
Predicting Soybean Yield at the Regional Scale Using Remote Sensing and Climatic Data. Remote. Sens. 12 (12) (2020)
Sergey I. Malkovsky, Aleksei A. Sorokin, Sergey P. Korolev, A. A. Zatsarinnyi, G. I. Tsoi
Performance Evaluation of a Hybrid Computer Cluster Built on IBM POWER8 Microprocessors. Program. Comput. Softw. 45 (6) (2019)