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Marina Usova

Observed name: Усова Марина Андреевна
ORCID: 0000-0002-0722-6884
Observed ORCID: 0000-0002-0722-6884
OpenAlex ID: A5030350126
Optimization of Turbulence Model Parameters Using the Global Search Method Combined with Machine Learning
2022 · Konstantin Barkalov, Ilya Lebedev, et al. · Mathematics · 21
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An Algorithm for Finding the Global Extremum of a Partially Defined Function
2024 · Marina Usova, Konstantin Barkalov · Communications in computer and information science · 3
A Search Algorithm for the Global Extremum of a Discontinuous Function
2021 · Konstantin Barkalov, Marina Usova · Communications in computer and information science · 2
Parallel Computing in the Tikhonov Regularization Method for Solving the Inverse Problem of Chemical Kinetics
2023 · Konstantin Barkalov, Marina Usova, et al. · Communications in computer and information science · 1
On hyperparameter tuning through Lipschitz global optimization
2026 · Konstantin Barkalov, Denis Karchkov, et al. · Soft Computing
A Parallel Algorithm for Solving Global Optimization Problems and Its Application for Tuning Hyperparameters of AI Methods
2026 · Marina Usova, Ilya Lebedev, et al. · Lecture notes in computer science
Алгоритм Глобальной Оптимизации Для Настройки Гиперпараметров Методов Машинного Обучения
2025 · Усова Марина Андреевна, Лебедев Илья Генадьевич, et al. · CyberLeninK (CyberLeninka)
Lipschitz global optimization and machine learning: helping each other to solve complex problems
2024 · Marina Usova, Konstantin Barkalov · ITM Web of Conferences
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Using machine learning for separation of parameters in high-dimensional global optimization problems
2024 · Konstantin Barkalov, Marina Usova · AIP conference proceedings
Works count: 9
Citation count: 27
H-index: 2
I10-index: 1
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