Anna V. Kalyuzhnaya

Urban Pluvial Flood Forecasting using Open Data with Machine Learning Techniques in Pattani Basin

Jeerana Noymanee, Nikolay O. Nikitin, Anna V. Kalyuzhnaya · Procedia Computer Science · 2017 · 90 citations · Full text

Engineering, Pattani Basin, Flood Control +19

A Machine Learning Approach for Remote Sensing Data Gap-Filling with Open-Source Implementation: An Example Regarding Land Surface Temperature, Surface Albedo and NDVI

Mikhail Sarafanov, Eduard Kazakov, Nikolay O. Nikitin et al. · Remote Sensing · 2020 · 81 citations · Full text

Earth Observation, Environmental Monitoring, Machine Learning +19

Automated evolutionary approach for the design of composite machine learning pipelines

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov et al. · Future Generation Computer Systems · 2021 · 71 citations · Full text

Artificial Intelligence, Evolving Neural Network, Engineering +11

Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea

Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov et al. · Computers & Geosciences · 2022 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Partial differential equations discovery with EPDE framework: Application for real and synthetic data

Mikhail Maslyaev, Alexander Hvatov, Anna V. Kalyuzhnaya · Journal of Computational Science · 2021 · 28 citations

Numerical Analysis, Engineering, Pde-constrained Optimization +9