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  1. 2025

  2. High-speed droplet impact on solid surfaces: review on the prospects of modeling fluid flow

    Vozhakov, I. S., Misyura, S. Y., Morozov, V. S., Piskunov, M. V., Piskunova, A. E., Orlova, E. G. & Mullyadzhanov, R. I., 3 Mar 2025, In: Experiments in Fluids. 66, 3, 65.

    Research output: Contribution to journal › Review article › peer-review

  3. Keyword Generation for Russian-Language Scientific Texts Using the mT5 Model

    Glazkova, A. V., Morozov, D. A., Vorobeva, M. S. & Stupnikov, A. A., 12 Feb 2025, In: Automatic Control and Computer Sciences. 58, 7, p. 995-1002 8 p.

    Research output: Contribution to journal › Article › peer-review

  4. Large-eddy simulations of Francis turbine flow control by radial jets

    Lutchenko, I. I., Palkin, E. V., Hrebtov, M. Y., Mullyadzhanov, R. I. & Alekseenko, S. V., 4 Feb 2025, In: Physics of Fluids. 37, 2

    Research output: Contribution to journal › Article › peer-review

  5. Association of hemodynamics and morphology with local surface growth of abdominal aortic aneurysm using spatial pattern analysis

    Fedotova, Y., Kalachev, I., Epifanov, R., Totmina, E., Borisova, K., Lysikov, D., Karpenko, A. & Mullyadzhanov, R., 1 Feb 2025, In: Physics of Fluids. 37, 2, 021919.

    Research output: Contribution to journal › Article › peer-review

  6. Интеллектуальная вопросно-ответная система на основе интеграции генеративной нейросетевой модели языка и неструктурированной базы знаний

    Бондаренко, И., Дерунец, Р. А., Тикунов, Ф. В., Кулаков, М. Я., Мясникова, М. А., Бобровский, А. К., Прокопенко, В. А. & Ропперт, Е. И., 21 Jan 2025, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2025611584, 23 Dec 2024, Priority date 23 Dec 2024, Priority No. 2024693113

    Research output: Patent › Software registration

  7. Автоматический анализ shape-индексов аневризмы брюшной аорты для прогнозирования ее роста

    Федотова, Я. В., Дьячук, С. Е., Карпенко, А. А. & Мулляджанов, Р. И., 9 Jan 2025, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2025610200, 12 Dec 2024, Priority date 12 Dec 2024, Priority No. 2024691722

    Research output: Patent › Software registration

  8. Программный комплекс для восстановления трехмерной структуры поверхностной бедренной артерии человека на основе ультразвуковой диагностики

    Тарасов, К. О., Епифанов, Р. Ю., Гостев, А. А., Лысиков, Д. А., Карпенко, А. А. & Мулляджанов, Р. И., 9 Jan 2025, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2025610181, 16 Dec 2024, Priority date 16 Dec 2024, Priority No. 2024691869

    Research output: Patent › Software registration

  9. Numerical contact line behavior prediction for droplet-wall impact by the modified Hoffman-function-based dynamic contact angle model

    Vozhakov, I. S., Misyura, S. Y., Shain, A. M., Mullyadzhanov, R. I., Piskunov, M. V. & Strizhak, P. A., Jan 2025, In: International Communications in Heat and Mass Transfer. 160, 108372.

    Research output: Contribution to journal › Article › peer-review

  10. Long-Term Effects of Spinal Cord Stimulation on Pain in Postherpetic Neuralgia

    Anisimov, E. D., Andrushkevich, O. M., Dzhafarov, V. M., Amelina, E. V., Rzaev, J. A. & Slavin, K. V., 2025, In: Stereotactic and Functional Neurosurgery. 103, 1, p. 35-41 7 p.

    Research output: Contribution to journal › Article › peer-review

  11. 2024

  12. Automatic Morpheme Segmentation for Russian: Can an Algorithm Replace Experts?

    Morozov, D., Garipov, T., Lyashevskaya, O., Savchuk, S., Iomdin, B. & Glazkova, A., 30 Dec 2024, In: Journal of Language and Education. 10, 4, p. 71-84 14 p.

    Research output: Contribution to journal › Article › peer-review

  13. Siberian Brain Tumor Dataset: MPT с признаками метастаз головного мозга

    Тучинов, Б. Н., Летягин, А. Ю., Амелина, Е. В. & Ропперт, Е. И., 24 Dec 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2024626338, 11 Dec 2024, Priority date 11 Dec 2024, Priority No. 2024626220

    Research output: Patent › Database registration

  14. Advancing graph neural network architecture for fluid flow and heat transfer surrogate modeling: Variable boundary conditions and geometry

    Travnikov, V., Plokhikh, I. & Mullyadzhanov, R., 1 Dec 2024, In: Physics of Fluids. 36, 12, 127117.

    Research output: Contribution to journal › Article › peer-review

  15. Swirling flow axial injection control in a Francis turbine: An LES study

    Palkin, E. V., Lutchenko, I. I., Hrebtov, M. Y., Mullyadzhanov, R. I. & Alekseenko, S. V., Dec 2024, In: International Journal of Heat and Fluid Flow. 110, 109643.

    Research output: Contribution to journal › Article › peer-review

  16. Active control study in a flow in a model combustion chamber with LES

    Palkin, E., Kundashkin, A., Hrebtov, M. & Mullyadzhanov, R., 14 Oct 2024, In: E3S Web of Conferences. 578, 7 p., 01027.

    Research output: Contribution to journal › Conference article › peer-review

  17. LES study of the precessing vortex core mitigation by radial injection in a Francis turbine air model

    Lutchenko, I. I., Palkin, E. V. & Mullyadzhanov, R. I., 14 Oct 2024, In: E3S Web of Conferences. 578, 6 p., 01018.

    Research output: Contribution to journal › Conference article › peer-review

  18. Validation of Smagorinsky LES turbulence model in FluidX3D LBM: in-place vs central difference

    Plekhanov, M. & Mullyadzhanov, R., 14 Oct 2024, In: E3S Web of Conferences. 578, 6 p., 01029.

    Research output: Contribution to journal › Conference article › peer-review

  19. Wav2vec2 Without Attention: Do You Need Hopfield Networks for Self-Supervised Learning of Speech Representations?

    Grebenkin, D. & Bondarenko, I., Oct 2024, In: Journal of Mathematical Sciences (United States). 285, 1, p. 28-35 8 p.

    Research output: Contribution to journal › Article › peer-review

  20. A programmable ultrasound-based system for reconstructing the three-dimensional structure of the superficial femoral artery

    Tarasov, K. O., Epifanov, R. U. I., Gostev, A. A., Lysikov, D. A., Karpenko, A. A. & Mullyadzhanov, R. I., Sept 2024, In: Biomedical Engineering. 58, 3, p. 158-162 5 p.

    Research output: Contribution to journal › Article › peer-review

  21. The role of asymmetry and volume of thrombotic masses in the formation of local deformation of the aneurysmal-altered vascular wall: An in vivo study and mathematical modeling

    Tikhvinsky, D., Maus, M., Lipovka, A., Nikitin, N., Epifanov, R., Volkova, I., Mullyadzhanov, R., Chupakhin, A., Parshin, D. & Karpenko, A., Jun 2024, In: PLoS ONE. 19, 6 June, p. e0301047 19 p., e0301047.

    Research output: Contribution to journal › Article › peer-review

  22. Energy spectra of elemental groups of cosmic rays with the KASCADE experiment data and machine learning

    Kuznetsov, M. Y., Petrov, N., Plokhikh, I. & Sotnikov, V., 1 May 2024, In: Journal of Cosmology and Astroparticle Physics. 2024, 5, 125.

    Research output: Contribution to journal › Article › peer-review

  23. Adjusting U-Net for the aortic abdominal aneurysm CT segmentation case

    Epifanov, R. U., Nikitin, N. A., Rabtsun, A. A., Kurdyukov, L. N., Karpenko, A. A. & Mullyadzhanov, R. I., May 2024, In: Computer Optics. 48, 3, p. 418-424 7 p.

    Research output: Contribution to journal › Article › peer-review

  24. Numerical study of heat transfer for a laminar Bunsen flame impinging on a flat surface

    Сластная, Д. А., Хребтов, М. Ю., Мулляджанов, Р. И. & Дулин, В. М., May 2024, In: Thermophysics and Aeromechanics. 31, 3, p. 465-468 4 p., 8.

    Research output: Contribution to journal › Article › peer-review

  25. Bi-Solitons on the Surface of a Deep Fluid: An Inverse Scattering Transform Perspective Based on Perturbation Theory

    Gelash, A., Dremov, S., Mullyadzhanov, R. & Kachulin, D., 29 Mar 2024, In: Physical Review Letters. 132, 13, p. 133403 133403.

    Research output: Contribution to journal › Article › peer-review

  26. Numerical study of evaporation and heat and mass transfer inside the nozzle of a catalytic reformer of diesel fuel

    Hrebtov, M. Y., Zheribor, M. O., Mullyadzhanov, R. I., Potemkin, D. I. & Snytnikov, P. V., Mar 2024, In: Thermophysics and Aeromechanics. 31, 2, p. 193-209 17 p.

    Research output: Contribution to journal › Article › peer-review

  27. Personalized numerical simulation for hemodynamics of abdominal aortic aneurysm: analysis of simulation results sensitivity to the input boundary conditions

    Fedotova, Y. V., Epifanov, R. Y., Volkova, I. I., Maus, M. S., Nikitin, N. A., Aivazov, S. A., Khrebtov, M. Y., Karpenko, A. A. & Mullyadzhanov, R. I., Mar 2024, In: Thermophysics and Aeromechanics. 31, 2, p. 375-391 17 p.

    Research output: Contribution to journal › Article › peer-review

  28. Система распознавания речевых команд в клиент-серверной архитектуре на базе глубоких нейросетей с возможностью быстрой (без обучения) адаптации под специализированные словари команд

    Бондаренко, И., Мартиросян, С. А., Гребенкин, Д. В., Кондрашук, В. В., Болдинов, А. К. & Паульс, А. Е., 5 Feb 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2024612715, 22 Jan 2024, Priority date 22 Jan 2024, Priority No. 2024610873

    Research output: Patent › Software registration

  29. Change in Permeability of Loose Rocks in Partial Impregnation with High-Elastic Polymer

    Shilova, T. V., Serdyuk, I. M., Serdyukov, S. V., Ivanova, O. A. & Serdyukov, A. S., Feb 2024, In: Journal of Mining Science. 60, 1, p. 22-28 7 p.

    Research output: Contribution to journal › Article › peer-review

  30. Effect of wall heating on the characteristics of near-wall reverse flow events occurring in a turbulent duct

    Chuprov, I. V., Ivashchenko, V. A., Mullyadzhanov, R. I. & Zaripov, D. I., Feb 2024, In: Journal of Applied Mechanics and Technical Physics. 65, 1, p. 112-120 9 p.

    Research output: Contribution to journal › Article › peer-review

  31. Numerical direct scattering transform for breathers

    Mullyadzhanov, I. I., Gudko, A. S., Mullyadzhanov, R. I. & Gelash, A. A., 24 Jan 2024, In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 480, 2282, 20230529.

    Research output: Contribution to journal › Article › peer-review

  32. Methods of machine learning for the analysis of cosmic rays mass composition with the KASCADE experiment data

    Kuznetsov, M. Y., Petrov, N. A., Plokhikh, I. A. & Sotnikov, V. V., 1 Jan 2024, In: Journal of Instrumentation. 19, 1, P01025.

    Research output: Contribution to journal › Article › peer-review

  33. Swirling flow of two immiscible fluids in a cylindrical container: Lattice Boltzmann and volume-of-fluid study

    Salnikov, M. V., Vozhakov, I. S., Naumov, I. V. & Mullyadzhanov, R. I., 1 Jan 2024, In: Physics of Fluids. 36, 1, 013601.

    Research output: Contribution to journal › Article › peer-review

  34. Cross-Domain Robustness of Transformer-Based Keyphrase Generation

    Glazkova, A. & Morozov, D., 2024, Communications in Computer and Information Science. Springer, p. 249-265 17 p. 19. (Communications in Computer and Information Science; vol. 2086 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  35. Data-driven turbulence modeling for fluid flow and heat transfer in peripheral subchannels of a rod bundle

    Li, H., Yakovenko, S., Ivashchenko, V., Lukyanov, A., Mullyadzhanov, R. & Tokarev, M., 2024, In: Physics of Fluids. 36, 2

    Research output: Contribution to journal › Article › peer-review

  36. Искусственный интеллект в технологиях сегментации и классификации нейроонкологических очагов

    Летягин, А. Ю., Тучинов, Б. Н., Амелина, Е. В., Павловский, Е. Н., Голушко, С. К., Амелин, М. Е. & Рзаев, Д. А., 2024, In: Сибирский научный медицинский журнал. 44, 1, p. 32-38 7 p., 4.

    Research output: Contribution to journal › Article › peer-review

  37. Применение алгоритма компьютерного зрения для определения очагов демиелинизации при рассеянном склерозе на МРТ-изображениях

    Тучинов, Б. Н., Суворов, В., Моторин, К. О., Павловский, Е. Н., Василькив, Л. М., Станкевич, Ю. А. & Тулупов, А. А., 2024, In: Сибирский научный медицинский журнал. 44, 1, p. 107-115 9 p., 11.

    Research output: Contribution to journal › Article › peer-review

  38. Технология искусственного интеллекта для предоперационного анализа МРТ-изображений в нейроонкологии

    Летягин, А. Ю., Голушко, С. К., Рзаев, Д. А. О., Амелина, Е. В., Павловский, Е., Тучинов, Б. Н., Гроза, В. В., Амелин, М. Е. & Толстокулаков, Н. Ю., 2024, Новосибирск: ФГУП "Издательство СО РАН". 88 p.

    Research output: Book/Report › Book › Research › peer-review

  39. 2023

  40. Search for optimal deep neural network architecture for gamma ray search at KASCADE

    Kuznetsov, M., Petrov, N., Plokhikh, I., Sotnikov, V. & Tsobenko, M., 14 Dec 2023, In: Proceedings of Science. 423, 8 p., 091.

    Research output: Contribution to journal › Conference article › peer-review

  41. Towards mass composition study with KASCADE using deep neural networks

    Kuznetsov, M., Petrov, N., Plokhikh, I. & Sotnikov, V., 14 Dec 2023, In: Proceedings of Science. 423, 8 p., 092.

    Research output: Contribution to journal › Conference article › peer-review

  42. Localized growth distribution on the abdominal aortic aneurysm surface using deep learning approaches

    Borisova, K., Fedotova, Y., Karpenko, A. & Mullyadzhanov, R., 4 Dec 2023, In: E3S Web of Conferences. 459, 5 p., 02006.

    Research output: Contribution to journal › Conference article › peer-review

  43. Numerical investigation of diesel fuel spray in a nozzle with counter-swirling jets

    Hrebtov, M. Y., Zheribor, M. O. & Mullyadzhanov, R. I., 4 Dec 2023, In: E3S Web of Conferences. 459, 4 p., 04018.

    Research output: Contribution to journal › Article › peer-review

  44. Numerical simulation of a turbulent pipe flow: FluidX3D LBM validation

    Plekhanov, M., Ivashchenko, V., Karpenko, A. & Mullyadzhanov, R., 4 Dec 2023, In: E3S Web of Conferences. 459, 4 p., 03010.

    Research output: Contribution to journal › Article › peer-review

  45. Программа для определения зоны наибольшей эмбологенности внутреннего просвета брюшной аорты с аневризмой на основе критерия лохматости

    Федотова, Я. В., Амелина, Е. В. & Карпенко, А. А., 1 Dec 2023, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2023685966, 27 Nov 2023, Priority date 27 Nov 2023, Priority No. 2023685511

    Research output: Patent › Software registration

  46. Safe Pretraining of Deep Language Models in a Synthetic Pseudo-Language

    Gorbacheva, T. E. & Bondarenko, I. Y., Dec 2023, In: Doklady Mathematics. 108, Suppl 2, p. S494-S502 9 p.

    Research output: Contribution to journal › Article › peer-review

  47. Unsteady Cloud Cavitation on a 2D Hydrofoil: Quasi-Periodic Loads and Phase-Averaged Flow Characteristics

    Ivashchenko, E., Hrebtov, M., Timoshevskiy, M., Pervunin, K. & Mullyadzhanov, R., Oct 2023, In: Energies. 16, 19, 6990.

    Research output: Contribution to journal › Article › peer-review

  48. An Overview of Active Control Techniques for Vortex Rope Mitigation in Hydraulic Turbines

    Shtork, S., Suslov, D., Skripkin, S., Litvinov, I. & Gorelikov, E., Jul 2023, In: Energies. 16, 13, 5131.

    Research output: Contribution to journal › Article › peer-review

  49. Numerical Simulations of Swirling Water Jet Atomization: A Mesh Convergence Study

    Vozhakov, I. S., Hrebtov, M. Y., Yavorsky, N. I. & Mullyadzhanov, R. I., Jul 2023, In: Water (Switzerland). 15, 14, 2552.

    Research output: Contribution to journal › Article › peer-review

  50. Study of vortex breakdown in immiscible media using the lattice Boltzmann equations method

    Salnikov, M. V., Kinzin, K. S., Naumov, I. V. & Mullyadzhanov, R. I., Jul 2023, In: Thermophysics and Aeromechanics. 30, 4, p. 601-614 14 p.

    Research output: Contribution to journal › Article › peer-review

  51. Direct Numerical Simulation of the Peripheral and Internal Configurations of a Model Assembly of Fuel Elements

    Ivashchenko, V. A., Lobanov, P. D., Yavorsky, N. I., Tokarev, M. P. & Mullyadzhanov, R. I., Jun 2023, In: Journal of Applied and Industrial Mathematics. 17, 2, p. 320-325 6 p.

    Research output: Contribution to journal › Article › peer-review

  52. Deep learning segmentation to analyze bubble dynamics and heat transfer during boiling at various pressures

    Malakhov, I., Seredkin, A., Chernyavskiy, A., Serdyukov, V., Mullyadzanov, R. & Surtaev, A., May 2023, In: International Journal of Multiphase Flow. 162, 104402.

    Research output: Contribution to journal › Article › peer-review

  53. Numerical Study of Ethanol Suspension Combustion in Air

    Ponomarev, A. A., Sharaborin, D. K., Khrebtov, M. Y., Mullyadzhanov, R. I. & Dulin, V. M., Apr 2023, In: Combustion, Explosion and Shock Waves. 59, 2, p. 129-136 8 p.

    Research output: Contribution to journal › Article › peer-review

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