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Anna Kalyuzhnaya
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Urban pluvial flood forecasting using open data with machine learning techniques in pattani basin
J Noymanee, NO Nikitin, AV Kalyuzhnaya
Procedia computer science 119, 288-297, 2017
642017
A machine learning approach for remote sensing data gap-filling with open-source implementation: An example regarding land surface temperature, surface albedo and NDVI
M Sarafanov, E Kazakov, NO Nikitin, AV Kalyuzhnaya
Remote Sensing 12 (23), 3865, 2020
522020
Automated evolutionary approach for the design of composite machine learning pipelines
NO Nikitin, P Vychuzhanin, M Sarafanov, IS Polonskaia, I Revin, ...
Future Generation Computer Systems 127, 109-125, 2022
492022
Data-driven partial derivative equations discovery with evolutionary approach
M Maslyaev, A Hvatov, A Kalyuzhnaya
Computational Science–ICCS 2019: 19th International Conference, Faro …, 2019
422019
Simulation-based collaborative decision support for surge floods prevention in St. Petersburg
SV Ivanov, SS Kosukhin, AV Kaluzhnaya, AV Boukhanovsky
Journal of Computational Science 3 (6), 450-455, 2012
412012
Partial differential equations discovery with EPDE framework: Application for real and synthetic data
M Maslyaev, A Hvatov, AV Kalyuzhnaya
Journal of Computational Science 53, 101345, 2021
322021
Uncertainty quantification and sensitivity analysis applied to the wind wave model SWAN
A Nikishova, A Kalyuzhnaya, A Boukhanovsky, A Hoekstra
Environmental modelling & software 95, 344-357, 2017
212017
A conceptual approach to complex model management with generalized modelling patterns and evolutionary identification
SV Kovalchuk, OG Metsker, AA Funkner, IO Kisliakovskii, NO Nikitin, ...
Complexity 2018, 2018
182018
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea
NO Nikitin, I Revin, A Hvatov, P Vychuzhanin, AV Kalyuzhnaya
Computers & Geosciences 161, 105061, 2022
162022
Structural evolutionary learning for composite classification models
NO Nikitin, IS Polonskaia, P Vychuzhanin, IV Barabanova, ...
Procedia computer science 178, 414-423, 2020
142020
Towards generative design of computationally efficient mathematical models with evolutionary learning
AV Kalyuzhnaya, NO Nikitin, A Hvatov, M Maslyaev, M Yachmenkov, ...
Entropy 23 (1), 28, 2020
122020
The cities weather forecasting by crowdsourced atmospheric data
A Uteuov, A Kalyuzhnaya, A Boukhanovsky
Procedia Computer Science 156, 347-356, 2019
122019
Multi-objective evolutionary design of composite data-driven models
IS Polonskaia, NO Nikitin, I Revin, P Vychuzhanin, AV Kalyuzhnaya
2021 IEEE Congress on Evolutionary Computation (CEC), 926-933, 2021
112021
Automatic evolutionary learning of composite models with knowledge enrichment
AV Kalyuzhnaya, NO Nikitin, P Vychuzhanin, A Hvatov, A Boukhanovsky
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
112020
Adaptation of NEMO-LIM3 model for multigrid high resolution Arctic simulation
A Hvatov, NO Nikitin, AV Kalyuzhnaya, SS Kosukhin
Ocean Modelling 141, 101427, 2019
102019
Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study
NO Nikitin, P Vychuzhanin, A Hvatov, I Deeva, AV Kalyuzhnaya, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
102019
Data-driven partial differential equations discovery approach for the noised multi-dimensional data
M Maslyaev, A Hvatov, A Kalyuzhnaya
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
92020
A method for reconstructing models of heat and mass transfer from the spatio-temporal distribution of parameters
NY Bykov, AA Hvatov, A Kalyuzhnaya, AV Boukhanovsky
Pisma v Zhurnal Tekhnicheskoi Fiziki 47 (24), 9-12, 2021
82021
Combined document embedding and hierarchical topic model for social media texts analysis
A Uteuov, A Kalyuzhnaya
Procedia Computer Science 136, 293-303, 2018
82018
Computational uncertainty management for coastal flood prevention system
AV Kalyuzhnaya, AV Boukhanovsky
Procedia Computer Science 51, 2317-2326, 2015
82015
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Articles 1–20