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  1. 2024

  2. 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

  3. 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

  4. 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

  5. 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

  6. Exploring the Feature Space for Cross-Domain Assessing the Complexity of Russian-Language Texts

    Morozov, D., Lagutina, K., Drozhashchikh, G., Garipov, T. & Glazkova, A., 2024, Proceedings - Ivannikov ISPRAS Open Conference. Institute of Electrical and Electronics Engineers Inc., 8 p. (Proceedings - Ivannikov ISPRAS Open Conference).

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

  7. 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

  8. Оценка деформационных свойств (strain) стенки аневризмы брюшной аорты

    Волкова, И. И., Карпенко, А. А., Маус, М. С. & Липовка, А. И., 2024, In: Бюллетень НЦССХ им. А.Н. Бакулева РАМН. Сердечно-сосудистые заболевания. 25, S3, p. 118 1 p.

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

  9. 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

  10. 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

  11. 2023

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. Numerical Simulation of a Swirling Flow in a Francis Draft Tube

    Palkin, E. V., Hrebtov, M. Y., Mullyadzhanov, R. I., Litvinov, I. V. & Alekseenko, S. V., Mar 2023, In: Journal of Applied and Industrial Mathematics. 17, 1, p. 156-162 7 p.

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

  27. Parametric RANS Simulation of a Cavitation Flow in the Channel of a Control Valve Cage

    Ivashchenko, E. I., Ivashchenko, V. A., Plokhikh, I. A., Mardanov, A. R., Melemchuk, I. A., Pimenov, N. K. & Mullyadzhanov, R. I., Mar 2023, In: Journal of Applied and Industrial Mathematics. 17, 1, p. 86-93 8 p.

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

  28. Turbulence model development using machine learning methods for a channel flow

    Garmaev, S. & Yakovenko, S., 16 Feb 2023, In: AIP Conference Proceedings. 2504, 1, 030015.

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

  29. HIGH-TEMPERATURE ANNEALING OF SILICON SUBOXIDE THIN FILMS OBTAINED BY GAS-JET ELECTRON BEAM PLASMA CHEMICAL VAPOR DEPOSITION

    Baranov, E. A., Zamchiy, A. O., Lunev, N. A., Merkulova, I. E., Volodin, V. A., Sharafutdinov, M. R. & Shapovalova, A. A., 6 Feb 2023, In: Journal of Applied Mechanics and Technical Physics. 63, 5, p. 757-764 8 p.

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

  30. Applying Transformer-Based Text Summarization for Keyphrase Generation

    Glazkova, A. V. & Morozov, D. A., Jan 2023, In: Lobachevskii Journal of Mathematics. 44, 1, p. 123-136 14 p.

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

  31. Backflow phenomenon in converging and diverging channels

    Zaripov, D., Li, R., Lukyanov, A., Skrypnik, A., Ivashchenko, E., Mullyadzhanov, R. & Markovich, D., Jan 2023, In: Experiments in Fluids. 64, 1, 11 p., 9.

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

  32. Bound-state soliton gas as a limit of adiabatically growing integrable turbulence

    Agafontsev, D. S., Gelash, A. A., Mullyadzhanov, R. I. & Zakharov, V. E., Jan 2023, In: Chaos, Solitons and Fractals. 166, 112951.

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

  33. Assessment of normal myelination in infants and young children using the T1w/T2w mapping technique

    Filimonova, E., Amelina, E., Sazonova, A., Zaitsev, B. & Rzaev, J., 2023, In: Frontiers in Neuroscience. 17, p. 9 1102691.

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

  34. Automatic Retinogeniculate Visual Pathway Identification Based on Data-driven Fiber Clustering and Anatomical Constrains

    Zeng, Q., Zhang, J., Chen, S., Xie, L., Huang, J., He, J., Pan, Y., Yu, J., Hu, Q., Amelina, E., Amelin, M. & Feng, Y., 2023, Chinese Control Conference, CCC. Institute of Electrical and Electronics Engineers Inc., p. 8015-8020 6 p.

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

  35. Data-Driven Prediction of Unsteady Vortex Phenomena in a Conical Diffuser

    Skripkin, S., Suslov, D., Plokhikh, I., Tsoy, M., Gorelikov, E. & Litvinov, I., 2023, In: Energies. 16, 5, 2108.

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

  36. Deep Multimodal Fusion Network for the Retinogeniculate Visual Pathway Segmentation

    Xie, L., Yang, L., Zeng, Q., He, J., Huang, J., Feng, Y., Amelina, E. & Amelin, M., 2023, Chinese Control Conference, CCC. Institute of Electrical and Electronics Engineers Inc., p. 7946-7950 5 p.

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

  37. Diagnosis Neuro-Oncology Diseases via Artificial Intelligence and Multi-Sequence MRI Methods

    Letyagin, A., Amelina, E., Tuchinov, B., Groza, V., Amelin, M., Golushko, S. & Pavlovskiy, E., 2023, 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 112-117 6 p. (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings).

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

  38. Direct Numerical Simulation of the Turbulent Flow Laminarization in a Pipe at Re = 5000

    Zaripov, D. I., Ivashchenko, V. A., Panteleev, S. A., Luk’yanov, A. A. & Mullyadzhanov, R. I., 2023, In: Russian Aeronautics. 66, 4, p. 723-730 8 p.

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

  39. Generalization Ability of CNN-Based Morpheme Segmentation

    Garipov, T., Morozov, D. & Glazkova, A., 2023, Proceedings - Ivannikov ISPRAS Open Conference. Avetisyan, A. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 58-62 5 p. (Proceedings - Ivannikov ISPRAS Open Conference).

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

  40. Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

    Artemenko, N. V., Genaev, M. A., Epifanov, R. U., Komyshev, E. G., Kruchinina, Y. V., Koval, V. S., Goncharov, N. P. & Afonnikov, D. A., 2023, In: Frontiers in Plant Science. 14, 16 p., 1336192.

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

  41. Multi-task fine-tuning for generating keyphrases in a scientific domain

    Glazkova, A. & Morozov, D., 2023, Proceedings - 9th IEEE International Conference on Information Technology and Nanotechnology, ITNT 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 9th IEEE International Conference on Information Technology and Nanotechnology, ITNT 2023).

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

  42. Numerical modelling of myocardial infarction. II. Analysis of macrophage polarization mechanism as a therapeutic target

    Voropaeva, O. F. & Tsgoev, C. A., 2023, In: Mathematical Biology and Bioinformatics. 18, 2, p. 367-404 38 p.

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

  43. Retinogeniculate Visual Pathway Reconstruction Using Reinforcement Learning

    Zhao, S., He, J., Li, Y., Zeng, Q., Feng, Y., Amelina, E., Amelin, M. & Xu, Y., 2023, Chinese Control Conference, CCC. Institute of Electrical and Electronics Engineers Inc., p. 7935-7940 6 p.

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

  44. Syndromic assessment of degenerative disorders of the lumbar spine in elderly patients

    Klimov, V., Khalepa, R., Amelina, E., Evsukov, A., Krivoshapkin, A. & Ryabykh, S., 2023, In: Traumatology and Orthopedics of Russia. 29, 3, p. 31-45 15 p.

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

  45. Video-assisted thoracoscopic treatment of discogenic thoracic myelopathy

    Kubetsky, Y. E., Anisimov, E. D., Khalepa, R. V., Loparev, E. A., Rzaev, D. A., Amelina, E. V. & Kelmakov, V. V., 2023, In: Russian Journal of Neurosurgery. 25, 2, p. 162-172 11 p.

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

  46. Генерация ключевых слов для аннотаций русскоязычных научных статей

    Морозов, Д. А., Glazkova, A., Тютюльников, М. А. & Iomdin, B., 2023, In: Вестник Новосибирского государственного университета. Серия: Лингвистика и межкультурная коммуникация. 21, 1, p. 54-66 13 p.

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

  47. Ранние и среднесрочные результаты эндопротезирования аневризм брюшной аорты с неблагоприятной анатомией проксимальной зоны фиксации эндографта

    Osipova, O., Рабцун, А. А., Ефимова-Сякина, К. А., Cheban, A., Gostev, A. A., Saaya, S. B., Ignatenko, P. & Карпенко, А. А., 2023, In: Ангиология и сосудистая хирургия. 29, 4, p. 95-101 7 p., 13.

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

  48. Численное моделирование инфаркта миокарда. I. Анализ пространственно-временных аспектов развития местной воспалительной реакции

    Voropaeva, O. F. & Tsgoev, C. A., 2023, In: Mathematical Biology and Bioinformatics. 18, 1, p. 49-71 23 p., 4.

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

  49. 2022

  50. Non-equilibrium condensation

    Graur, I. A., Batueva, M. A., Wolf, M. & Gatapova, E. Y., 1 Dec 2022, In: International Journal of Heat and Mass Transfer. 198, 123391.

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

  51. Computational analysis of the impact of aortic bifurcation geometry to AAA haemodynamics

    Tikhvinskii, D. V., Merzhoeva, L. R., Chupakhin, A. P., Karpenko, A. A. & Parshin, D. V., 1 Nov 2022, In: Russian Journal of Numerical Analysis and Mathematical Modelling. 37, 5, p. 311-329 19 p.

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

  52. Activation energy of gold-induced crystallization of amorphous silicon suboxide films

    Zamchiy, A. O., Baranov, E. A., Konstantinov, V. O., Lunev, N. A., Sakhapov, S. Z., Korolkov, I. V. & Volodin, V. A., 15 Sept 2022, In: Materials Letters. 323, 132566.

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

  53. Active flow control in a model combustion chamber using additional gas injection method

    Kundashkin, A. D., Palkin, E. V., Hrebtov, M. Y. & Mullyadzhanov, R. I., Sept 2022, In: Thermophysics and Aeromechanics. 29, 5, p. 785-790 6 p.

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

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