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Evgeny Burnaev

skolkovo institute of science and technology

29H-index
477Paper Count
3.9KCitation Count
Published Papers 58
Publication Date
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Hybrid deep learning predictions of interfacial tension in hydrogen-brine-cushion-gas systems: Implications for underground hydrogen storage
errFuel
IF7.5
err2026-05-29
err0
PREAI
errPromise Longe; Shadfar Davoodi; Nikita Makarov; David A. Wood; Mohammad Mehrad; Evgeny Burnaev
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errSave
Machine-learning models for classification of mudcake thickness in oil-based drilling fluids
errNatural Gas Industry B
IF6.5
err2026-04-29
err0
errOAAI
errShadfar Davoodi; Grachik Eremyan; Amir H. Mohammedi; Mohammed Al-Shargabi; Evgeny Burnaev
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errSave
Multi-image super-resolution in remote sensing: A review of artificial intelligence techniques and challenges
errActa Astronautica
IF3.4
err2026-04-20
err0
PREAI
errIvan Rubin; Svetlana Illarionova; Nikita Belyakov; Dmitrii Vinichenko; Dmitrii Shadrin; Dmitrii Redko; Egor Shevtsov; Maxim Volynsky; Albert Efimov; Oleg Sergiyenko; Evgeny Burnaev
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errSave
A review of artificial intelligence techniques applied to subsurface oil and gas reservoir simulation
errApplied Soft Computing
IF6.6
err2026-04-17
err0
PREAI
errShadfar Davoodi; Nikita Makarov; David A. Wood; Mohammed Al-Shargabi; Vladimir Vanovskiy; Dmitry Koroteev; Valeriy S. Rukavishnikov; Evgeny Burnaev
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errSave
Bumblebee flight stabilization using discrete control Lyapunov function-based controller in reinforcement learning environment
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-02-17
err0
PREAI
errPavel Konoplev; Artem Mikhaylov; Nikolay Efanov; Dmitry Kolomenskiy; Alexey A. Polilov; Evgeny Burnaev
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errSave
Learnable stability-aware computational grid coarsening for accelerating physics simulations
errmachine learning: science and technology
IF0
err2026-01-23
err0
errOAAI
errAlexander Ryabov; Viacheslav Naumov; Sergei Shumilin; Nikolay Yavich; Sayan Ranu; N M Anoop Krishnan; Evgeny Burnaev; Vladimir Vanovskiy
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errSave
A Deep Learning-Aided Approach for Estimating Field Permeability Map by Fusing Well Logs, Well Tests, and Seismic Data
errPetroleum
IF3.5
err2025-12-01
err0
errOAAI
errGrigoriy Shutov; Viktor Duplyakov; Shadfar Davoodi; Anton Morozov; Dmitriy Popkov; Kirill Pavlenko; Albert Vainshtein; Viktor Kotezhekov; Sergey Kaygorodov; Boris Belozerov; Mars M. Khasanov; Vladimir Vanovskiy; Andrei Osiptsov; Evgeny Burnaev
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errSave
Emerging applications of physics-informed and physics-guided machine learning in geoenergy science: A review
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2025-11-29
err0
PREAI
errShadfar Davoodi; David A. Wood; Mohammed Al-Shargabi; Vladimir Vanovskiy; Valeriy Rukavishnikov; Evgeny Burnaev
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errSave
Packed Fruits and Vegetables Visual Classification and Segmentation Benchmark
errScientific Data
IF6.9
err2025-11-28
err0
errOAAI
errSvetlana Illarionova; Sergey Nesteruk; Tatiana Elina; Sergey Bezzateev; Evgeny Burnaev
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errSave
Hybrid intelligent models for water activity prediction in complex ionic liquid systems
errJournal of Environmental Chemical Engineering
IF7.2
err2025-11-25
err0
PREAI
errShadfar Davoodi; Hung Vo Thanh; David A. Wood; Nikita Makarov; Mohammad Mehrad; Evgeny Burnaev
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errSave
Stability of the DuFort-Frankel Scheme on Unstructured Grids
errCOMPUTATION
IF1.9
err2025-10-20
err0
PREAI
errYavich, Nikolay; Burnaev, Evgeny; Vanovskiy, Vladimir
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errSave
Machine-learning modeling of water, oil, and solids content in oil-based drilling muds: An alternative approach to retort test
errColloids and Surfaces A: Physicochemical and Engineering Aspects
IF5.4
err2025-09-30
err0
errOAAI
errShadfar Davoodi; Evgeny Burnaev; Amir H. Mohammadi
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errSave
Prediction of oil production rate in multiple wells of a producing field applying combined deep–learning and optimization techniques
errFuel
IF7.5
err2025-09-16
err0
PREAI
errNikita Makarov; Mohammed Al-Shargabi; David A. Wood; Evgeny Burnaev; Shadfar Davoodi
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errSave
Machine-learning models for predicting CO2 solubility in various brine systems: implications for carbon geo-storage
errJournal of Molecular Liquids
IF5.2
err2025-07-09
err0
errOAAI
errShadfar Davoodi; Promise O. Longe; Hung Vo Thanh; Mohammad Mehrad; Amir H. Mohammadi; Evgeny Burnaev
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errSave
Exploration of geo-spatial data and machine learning algorithms for robust wildfire occurrence prediction
errSCIENTIFIC REPORTS
IF3.9
err2025-03-28
err0
errOAAI
errIllarionova, Svetlana; Shadrin, Dmitrii; Gubanov, Fedor; Shutov, Mikhail; Tasuev, Usman; Evteeva, Ksenia; Mironenko, Maksim; Burnaev, Evgeny
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errSave
A CFD-based multi-fidelity surrogate model for predicting indoor airflow parameters using sensor readings
errBUILDING AND ENVIRONMENT
IF7.6
err2025-02-01
err0
PREAI
errMorozova, Nina; Trias, Francesc Xavier; Vanovskiy, Vladimir; Oliet, Carles; Burnaev, Evgeny
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errSave
Self-Supervised Learning for Temporal Action Segmentation in Industrial and Manufacturing Videos
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errVybornova, Yuliya; Aleshin, Maxim; Illarionova, Svetlana; Novikov, Ilya; Shadrin, Dmitrii; Nikonorov, Artem; Burnaev, Evgeny
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errSave
Challenges in data-driven geospatial modeling for environmental research and practice
errNATURE COMMUNICATIONS
IF15.7
err2024-12-19
err0
errOAAI
errKoldasbayeva, Diana; Tregubova, Polina; Gasanov, Mikhail; Zaytsev, Alexey; Petrovskaia, Anna; Burnaev, Evgeny
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errSave
Advancing forest carbon stocks' mapping using a hierarchical approach with machine learning and satellite imagery
errSCIENTIFIC REPORTS
IF3.9
err2024-09-09
err6
errOAAI
errIllarionova, Svetlana; Tregubova, Polina; Shukhratov, Islomjon; Shadrin, Dmitrii; Efimov, Albert; Burnaev, Evgeny
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errSave
Remote sensing data fusion approach for estimating forest degradation: a case study of boreal forests damaged by Polygraphus proximus
errFRONTIERS IN ENVIRONMENTAL SCIENCE
IF3.7
err2024-07-31
err2
errOAAI
errIllarionova, Svetlana; Tregubova, Polina; Shukhratov, Islomjon; Shadrin, Dmitrii; Kedrov, Alexander; Burnaev, Evgeny
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Amir H. Mohammadi
H-index: 80 · Papers: 873
K
Konstantin Severinov
H-index: 72 · Papers: 497
M
Mikhail S. Gelfand
H-index: 70 · Papers: 636
D
David A. Wood
H-index: 64 · Papers: 564
R
Rifat Hamoudi
H-index: 57 · Papers: 432
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