Morozov A.D., Popkov D.O., Duplyakov V.M., Mutalova R.F., Osiptsov A.A., Vainshtein A.L., Burnaev V E., Shel V E., Paderin V G., “Data-Driven Model For Hydraulic Fracturing Design Optimization: Focus on Building Digital Database and Production Forecast”, J. Pet. Sci. Eng., 194 (2020), 107504
Sudakov O., Burnaev E., Koroteev D., “Driving Digital Rock Towards Machine Learning: Predicting Permeability With Gradient Boosting and Deep Neural Networks”, Comput. Geosci., 127 (2019), 91–98
Kanin E.A., Osiptsov A.A., Vainshtein A.L., Burnaev V E., “A Predictive Model For Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data”, J. Pet. Sci. Eng., 180 (2019), 727–746
Krutikov V.N., Kazakovtsev L.A., Shkaberina G.Sh., Kazakovtsev V.L., International Workshop Advanced Technologies in Material Science, Mechanical and Automation Engineering - Mip: Engineering - 2019, IOP Conference Series-Materials Science and Engineering, 537, IOP Publishing Ltd, 2019
Burnaev E.V., “On Construction of Early Warning Systems For Predictive Maintenance in Aerospace Industry”, J. Commun. Technol. Electron., 64:12 (2019), 1473–1484
Burnaev E.V., “Algorithmic Foundations of Predictive Analytics in Industrial Engineering Design”, J. Commun. Technol. Electron., 64:12 (2019), 1485–1492
Evgenii Egorov, Kirill Neklydov, Ruslan Kostoev, Evgeny Burnaev, Lecture Notes in Computer Science, 11554, Advances in Neural Networks – ISNN 2019, 2019, 409
Evgeny Burnaev, 2019 3rd International Conference on Circuits, System and Simulation (ICCSS), 2019, 214
Oleg Sudakov, Dmitri Koroteev, Boris Belozerov, Evgeny Burnaev, Lecture Notes in Computer Science, 11555, Advances in Neural Networks – ISNN 2019, 2019, 232
Marina Pominova, Anna Kuzina, Ekaterina Kondrateva, Svetlana Sushchinskaya, Evgeny Burnaev, Vyacheslav Yarkin, Maxim Sharaev, Lecture Notes in Computer Science, 11791, Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019, 158