Application of artificial neural networks to calculation of oil film reaction forces and dynamics of rotors on journal bearings AV Kornaev, NV Kornaev, EP Kornaeva, LA Savin International Journal of Rotating Machinery 2017, 2017 | 31 | 2017 |
Influence of the ultrafine oil additives on friction and vibration in journal bearings A Kornaev, L Savin, E Kornaeva, A Fetisov Tribology International 101, 131-140, 2016 | 30 | 2016 |
Application of artificial neural networks to diagnostics of fluid-film bearing lubrication EP Kornaeva, AV Kornaev, YN Kazakov, RN Polyakov IOP Conference Series: Materials Science and Engineering 734 (1), 012154, 2020 | 25 | 2020 |
Active thrust fluid-film bearings: Theoretical and experimental studies A Babin, A Kornaev, A Rodichev, L Savin Proceedings of the Institution of Mechanical Engineers, Part J: Journal of …, 2020 | 18 | 2020 |
Enhanced hydrodynamic lubrication of lightly loaded fluid-film bearings due to the viscosity wedge effect AV Kornaev, EP Kornaeva, LA Savin, YN Kazakov, A Fetisov, ... Tribology International 160, 107027, 2021 | 14 | 2021 |
Theoretical premises of thermal wedge effect in fluid-film bearings supplied with a non-homogeneous lubricant AV Kornaev, EP Kornaeva, LA Savin International Journal of Mechanics 11, 197-203, 2017 | 14 | 2017 |
Theoretical and experimental study of motion suppression and friction reduction of rotor systems with active hybrid fluid-film bearings S Li, C Zhou, L Savin, D Shutin, A Kornaev, R Polyakov, Z Chen Mechanical Systems and Signal Processing 182, 109548, 2023 | 13 | 2023 |
Active fluid-film bearing with deep q-network agent-based control system YN Kazakov, AV Kornaev, DV Shutin, S Li, LA Savin Journal of Tribology 144 (8), 081803, 2022 | 12 | 2022 |
A method to measure non-Newtonian fluids viscosity using inertial viscometer with a computer vision system EP Kornaeva, IN Stebakov, AV Kornaev, VV Dremin, SG Popov, ... International Journal of Mechanical Sciences 242, 107967, 2023 | 9 | 2023 |
Theoretical premises of a vibro-inertial method of viscosity measurement E Kornaeva, A Kornaev, L Savin, A Galichev, A Babin Vibroengineering Procedia 8, 440-445, 2016 | 9 | 2016 |
Effect of lubrication of fluid friction bearings with media of complex rheology L Savin, A Kornaev, E Kornaeva Applied mechanics and materials 630, 199-207, 2014 | 9 | 2014 |
Variational principle in the hydrodynamic lubrication theory L Savin, A Kornaev, E Kornaeva continuum 6, 8, 2015 | 8 | 2015 |
Inertial method of viscosity measurement of the complex rheology medium E Kornaeva, A Kornaev, L Savin Procedia Engineering 150, 626-634, 2016 | 7 | 2016 |
Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling E Kornaeva, A Kornaev, A Fetisov, I Stebakov, B Ibragimov 2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022 | 5 | 2022 |
Rotary machines diagnosis systems based on feed forward neural networks Y Kazakov, A Kornaev, R Polyakov 2020 International Russian Automation Conference (RusAutoCon), 336-340, 2020 | 5 | 2020 |
Design features of hybrid bearings with adjustable stiffness RN Polyakov, AV Kornaev, ME Bondarenko, DV Shutin IOP Conference Series: Materials Science and Engineering 734 (1), 012080, 2020 | 4 | 2020 |
Simulation of deep learning control systems to reduce energy loses due to vibration and friction in rotor bearings A Kornaev, R Zaretsky, S Egorov 2019 3rd School on Dynamics of Complex Networks and their Application in …, 2019 | 4 | 2019 |
Influence of critical flow rates on characteristics of enforced and shear flows in circular convergent-divergent channels LA Savin, AV Kornaev, EP Kornaeva International journal of rotating machinery 2017, 2017 | 4 | 2017 |
Room for doubt as a way to improve the accuracy of machine learning algorithms A Kornaev, E Kornaeva 2020 4th Scientific School on Dynamics of Complex Networks and their …, 2020 | 3 | 2020 |
Machine learning for rotating machines: simulation, diagnosis and control A Kornaev, L Savin, N Kornaev, R Zaretsky, E Kornaeva, A Babin, ... Vibroengineering Procedia 32, 223-228, 2020 | 3 | 2020 |