Get started
Author

Ivan N. Stebakov

Observed names: I N Stebakov, I. N. Stebakov, I. S. Stebakov, I.N. STEBAKOV, Ivan Stebakov, Stebakov, Ivan
ORCID: 0000-0003-1897-683X
Observed ORCID: 0000-0003-1897-683X
OpenAlex ID: A5075830930
A method to measure non-Newtonian fluids viscosity using inertial viscometer with a computer vision system
2022 · Elena P. Kornaeva, Ivan N. Stebakov, et al. · International Journal of Mechanical Sciences · 38
PDF
Data-driven and physics-informed approaches for improving the performance of dynamic models of fluid film bearings
2023 · Denis Shutin, Yuri Kazakov, et al. · Tribology International · 33
Method for On-Line Remaining Useful Life and Wear Prediction for Adjustable Journal Bearings Utilizing a Combination of Physics-Based and Data-Driven Models: A Numerical Investigation
2023 · Denis Shutin, Maxim Bondarenko, et al. · Lubricants · 33
PDF
Laser speckle contrast imaging and machine learning in application to physiological fluids flow rate recognition
2021 · Ivan Stebakov, Elena Kornaeva, et al. · Vibroengineering PROCEDIA · 16
PDF
Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling
2022 · Elena Kornaeva, Alexey Kornaev, et al. · IEEE Congress on Evolutionary Computation (CEC) · 8
Overview of turbogenerator monitoring and diagnostic systems
2020 · R N Polyakov, N V Krupenin, et al. · Journal of Physics Conference Series · 8
PDF
Prediction of Remaining Useful Life of Passive and Adjustable Fluid Film Bearings Using Physics-Based Models of Their Degradation
2023 · Denis Shutin, Maxim Bondarenko, et al. · Mechanisms and machine science · 3
Fault diagnosis systems for rotating machines operating with fluid-film bearings
2022 · Ivan Stebakov, Alexey Kornaev, et al. · Proceedings of the Institution of Mechanical Engineers Part J Journal of Engineering Tribology · 3
High-performance modeling of conventional and active hydrostatic/hybrid bearings: Applying coupled physics-informed neural networks (PINN) for reducing data volume and time costs
2026 · Denis Shutin, Ivan Stebakov, et al. · Advanced Engineering Informatics · 1
Uncertainty Estimation in Cardio Landmark Detection and Heart Disease Diagnosis on Chest X-Ray Images
2025 · Dmitry Lvov, Ivan Stebakov, et al. · IEEE Access · 1
How Well Can AI Models Generate Human Eye Movements During Reading?
2025 · Ivan Stebakov, Ilya Pershin · Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP) · 1
PDF
Artificial Neural Networks as a Natural Tool in Solution of Variational Problems in Hydrodynamics
2024 · Ivan Stebakov, Alexei Kornaev, et al. · IEEE Access · 1
Approximation of forces of fluid film bearing lubricating layer using machine learning methods
2023 · Yu. N. Kazakov, I. N. Stebakov, et al. · Вестник Самарского государственного аэрокосмического университета им. академика С.П. Королёва (национального исследовательского университета) · 1
PDF
Application of Machine Learning in Simulation Models and Optimal Controllers for Fluid Film Bearings
2023 · Yuri Kazakov, Ivan Stebakov, et al. · Mechanisms and machine science · 1
Application of shallow and deep convolutional neural networks to recognize the average flow rate of physiological fluids in a capillary
2022 · Ivan N. Stebakov, Elena P. Kornaeva, et al. · Computational Biophysics and Nanobiophotonics · 1
PDF
Machine learning for rotating machines: simulation, diagnosis and control
2020 · Alexey Kornaev, Leonid Savin, et al. · Vibroengineering PROCEDIA · 1
PDF
Cluster Analysis for Detecting Groups of Defects Rotary Support System
2020 · I.N. STEBAKOV, A.V. KORNAEV, et al. · Fundamental and Applied Problems of Engineering and Technology · 1
Approaching in vivo blood count tests with capillaroscopy and deep learning
2024 · Alexei Kornaev, Irina Makovik, et al.
U-Net as a Tool for Adjusting the Velocity Distributions of Rheomagnetic Fluids
2023 · Elena Kornaeva, Alexey Kornaev, et al. · Lecture notes in networks and systems
Methods for Improving the Fault Diagnosis Accuracy of Rotating Machines
2023 · Yuri Kazakov, Ivan Stebakov, et al. · Lecture notes in networks and systems
Theoretical Prerequisites for Physically Justified Machine Learning and Its Applications to Fluid Dynamics
2022 · A. V. Kornaev, E. P. Kornaeva, et al. · Doklady Mathematics
Non-Newtonian Fluid Flow Modeling in the Inertial Viscometer with a Computer Vision System
2022 · E. P. Kornaeva, I. N. Stebakov, et al. · Proceedings of Southwest State University
PDF
Composition of Classification Models for Recognizing the Flow Velocity of Liquids in Capillaries
2021 · E. P. Kornaeva, I. N. Stebakov, et al. · Proceedings of Southwest State University
PDF
Машинное Обучение В Реабилитационной Медицине И Пример Классификатора Движений Пальцев Для Кистевого Тренажера
2020 · Ivan Stebakov, Dmitriy Shutin, et al. · Инженерный вестник Дона
Works count: 27
Citation count: 151
H-index: 6
I10-index: 4
Year
Topic
Type