| Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimization A Candelieri, I Giordani, F Archetti, K Barkalov, I Meyerov, A Polovinkin, ... Computers & Operations Research 106, 202-209, 2019 | 95 | 2019 |
| Parallel global optimization on GPU K Barkalov, V Gergel Journal of Global Optimization 66, 3-20, 2016 | 63 | 2016 |
| A global optimization technique with an adaptive order of checking for constraints KA Barkalov, RG Strongin Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki 42 (9), 1338-1350, 2002 | 42 | 2002 |
| Globalizer: A novel supercomputer software system for solving time-consuming global optimization problems V Gergel, K Barkalov, A Sysoyev Numerical Algebra, Control and Optimization 8 (1), 47-62, 2018 | 36 | 2018 |
| Multilevel scheme of dimensionality reduction for parallel global search algorithms KA Barkalov, VP Gergel OPT-i 2014-1st International Conference on Engineering and Applied Sciences …, 2014 | 33 | 2014 |
| Optimization in design of scientific products for purposes of cavitation problems VY Modorskii, DF Gaynutdinova, VP Gergel, KA Barkalov AIP Conference Proceedings 1738 (1), 2016 | 29 | 2016 |
| Solving global optimization problems on GPU cluster K Barkalov, V Gergel, I Lebedev AIP Conference Proceedings 1738 (1), 2016 | 28 | 2016 |
| Use of xeon phi coprocessor for solving global optimization problems K Barkalov, V Gergel, I Lebedev Parallel Computing Technologies: 13th International Conference, PaCT 2015 …, 2015 | 27 | 2015 |
| Solving a set of global optimization problems by the parallel technique with uniform convergence K Barkalov, R Strongin Journal of Global Optimization 71, 21-36, 2018 | 25 | 2018 |
| Parallel computations for global optimization problems RG Strongin, VP Gergel, VA Grishagin, KA Barkalov Moscow State University, 2013 | 24 | 2013 |
| SVM regression parameters optimization using parallel global search algorithm K Barkalov, A Polovinkin, I Meyerov, S Sidorov, N Zolotykh Parallel Computing Technologies: 12th International Conference, PaCT 2013 …, 2013 | 21 | 2013 |
| Parallel computing for global optimization problems RG Strongin, VP Gergel, VA Grishagin, KA Barkalov Moscow: Publishing House of Moscow University–2013, 2013 | 20 | 2013 |
| Optimization of drop characteristics in a carrier cooled gas stream using ANSYS and Globalizer software systems on the PNRPU high-performance cluster SL Kalyulin, EV Shavrina, VY Modorskii, KA Barkalov, VP Gergel International Conference on Parallel Computational Technologies, 331-345, 2017 | 14 | 2017 |
| Parallel scalable algorithms with mixed local-global strategy for global optimization problems K Barkalov, V Ryabov, S Sidorov Russia-Taiwan Symposium on Methods and Tools of Parallel Processing, 232-240, 2010 | 14 | 2010 |
| Optimization of turbulence model parameters using the global search method combined with machine learning K Barkalov, I Lebedev, M Usova, D Romanova, D Ryazanov, S Strijhak Mathematics 10 (15), 2708, 2022 | 13 | 2022 |
| Solving multidimensional global optimization problems using graphics accelerators K Barkalov, I Lebedev Supercomputing: Second Russian Supercomputing Days, RuSCDays 2016, Moscow …, 2016 | 13 | 2016 |
| A fast kNN algorithm using multiple space-filling curves K Barkalov, A Shtanyuk, A Sysoyev Entropy 24 (6), 767, 2022 | 12 | 2022 |
| Организация и проведение всероссийской школы по суперкомпьютерным технологиям КА Баркалов, ВП Гергель, АВ Гергель, ИБ Мееров, АВ Сысоев Открытое и дистанционное образование, 24-29, 2010 | 12 | 2010 |
| Acceleration of global search by implementing dual estimates for Lipschitz constant R Strongin, K Barkalov, S Bevzuk International Conference on Numerical Computations: Theory and Algorithms …, 2019 | 11 | 2019 |
| Generalized parallel computational schemes for time-consuming global optimization RG Strongin, VP Gergel, KA Barkalov, AV Sysoyev Lobachevskii Journal of Mathematics 39, 576-586, 2018 | 11 | 2018 |