Towards Generative Design of Computationally Efficient Mathematical Models with Evolutionary Learning von Kalyuzhnaya, Anna V, Nikitin, Nikolay O, Hvatov, Alexander, Maslyaev, Mikhail, Yachmenkov, Mikhail, Boukhanovsky, Alexander

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Single Red Blood Cell Hydrodynamic Traps via the Generative Design von Grigorev, Georgii V, Nikitin, Nikolay O, Hvatov, Alexander, Kalyuzhnaya, Anna V, Lebedev, Alexander V, Wang, Xiaohao, Qian, Xiang, Maksimov, Georgii V, Lin, Liwei

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A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification von Bochenina, Klavdiya O., Kalyuzhnaya, Anna V., Nikitin, Nikolay O., Kisliakovskii, Ilia O., Funkner, Anastasia A., Metsker, Oleg G., Kovalchuk, Sergey V., Vaganov, Danila A.

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A Machine Learning Approach for Remote Sensing Data Gap-Filling with Open-Source Implementation: An Example Regarding Land Surface Temperature, Surface Albedo and NDVI von Sarafanov, Mikhail, Kazakov, Eduard, Nikitin, Nikolay O., Kalyuzhnaya, Anna V.

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Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea von Nikitin, Nikolay O., Revin, Ilia, Hvatov, Alexander, Vychuzhanin, Pavel, Kalyuzhnaya, Anna V.

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Short-Term River Flood Forecasting Using Composite Models and Automated Machine Learning: The Case Study of Lena River von Sarafanov, Mikhail, Borisova, Yulia, Maslyaev, Mikhail, Revin, Ilia, Maximov, Gleb, Nikitin, Nikolay O.

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Pattern Recognition in Non-Stationary Environmental Time Series Using Sparse Regression von Deeva, Irina, Nikitin, Nikolay O., Kaluyzhnaya, Anna V.

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Precedent-Based Approach for the Identification of Deviant Behavior in Social Media von Kalyuzhnaya, Anna V., Nikitin, Nikolay O., Butakov, Nikolay, Nasonov, Denis

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Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters von Sidorenko, Denis O., Starodubcev, Nikita O., Pinchuk, Maiia, Nikitin, Nikolay O.

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Automated Generation of Ensemble Pipelines using Policy-Based Reinforcement Learning method von Stebenkov, Andrey S., Nikitin, Nikolay O.

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Automated machine learning approach for time series classification pipelines using evolutionary optimization von Revin, Ilia, Potemkin, Vadim A., Balabanov, Nikita R., Nikitin, Nikolay O.

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Hybrid Modelling of Environmental Processes using Composite Models von Borisova, Julia, Aladina, Anastasia, Nikitin, Nikolay O.

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Automated evolutionary approach for the design of composite machine learning pipelines von Nikitin, Nikolay O., Vychuzhanin, Pavel, Sarafanov, Mikhail, Polonskaia, Iana S., Revin, Ilia, Barabanova, Irina V., Maximov, Gleb, Kalyuzhnaya, Anna V., Boukhanovsky, Alexander

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Generative design of physical objects using modular framework von Starodubcev, Nikita O., Nikitin, Nikolay O., Andronova, Elizaveta A., Gavaza, Konstantin G., Sidorenko, Denis O., Kalyuzhnaya, Anna V.

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Urban Pluvial Flood Forecasting using Open Data with Machine Learning Techniques in Pattani Basin von Noymanee, Jeerana, Nikitin, Nikolay O., Kalyuzhnaya, Anna V.

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Automated Evolutionary Design of CNN Classifiers for Object Recognition on Satellite Images von Polonskaia, Iana S., Aliev, Ilya R., Nikitin, Nikolay O.

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Integration of evolutionary automated machine learning with structural sensitivity analysis for composite pipelines von Nikitin, Nikolay O., Pinchuk, Maiia, Pokrovskii, Valerii, Shevchenko, Peter, Getmanov, Andrey, Aksenkin, Yaroslav, Revin, Ilia, Stebenkov, Andrey, Latypov, Vladimir, Poslavskaya, Ekaterina, Kalyuzhnaya, Anna V.

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Sensitivity Analysis of the Composite Data-Driven Pipelines in the Automated Machine Learning von Barabanova, Irina V., Vychuzhanin, Pavel, Nikitin, Nikolay O.

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Adaptation of NEMO-LIM3 model for multigrid high resolution Arctic simulation von Hvatov, Alexander, Nikitin, Nikolay O., Kalyuzhnaya, Anna V., Kosukhin, Sergey S.

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Strategic Trends in Artificial Intelligence Through Impact of Computational Science: What Young Scientists Should Expect von Klimova, Alexandra, Nasonov, Denis, Hvatov, Alexander, Nikitin, Nikolay O., Ivanov, Sergey V., Kalyuzhnaya, Anna V., Boukhanovsky, Alexander

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