Научно-образовательный центр "Машинное обучение и анализ больших данных"

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Application of the nonlinear Fourier transform for analysis of the coherent structures generation
Chekhovskoy, I. S., Shtyrina, O. V., Fedoruk, M. P., Sedov, E. V. & Turitsyn, S. K., 15 Aug 2025, 2025 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC). Institute of Electrical and Electronics Engineers Inc., 1 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Applying canonical transformations to the nonlinear Schrödinger equation for modeling fiber optic communications
Дремов, С. В., Качулин, Д. И., Чеховской, И. С., Сидельников, О. С., Редюк, А. А. & Дьяченко, А. И., Feb 2026, In: Physica D: Nonlinear Phenomena. 486, 10 p., 135049.
Research output: Contribution to journal › Article › peer-review
Efficient Nonlinear Distortion Compensation Algorithms Using Machine Learning for Telecommunication Systems
Redyuk, A. A., Shevelev, E. I., Sidelnikov, O. S., Danilko, V. R., Bazarov, T. O., Senko, M. A., Samodelkin, L. A., Nanii, O. E., Treshchikov, V. N. & Fedoruk, M. P., Dec 2025, In: Bulletin of the Lebedev Physics Institute. 52, Suppl 11, p. S1172-S1187 16 p., 8.
Research output: Contribution to journal › Article › peer-review
Intelligent Feature Extraction and Event Classification in Distributed Acoustic Sensing Using Wavelet Packet Decomposition
Kozmin, A., Borozdin, P., Chernenko, A., Gostilovich, S., Kalashev, O. & Redyuk, A., 11 Nov 2025, In: Technologies. 13, 11, 21 p., 514.
Research output: Contribution to journal › Article › peer-review
Investigation of the dynamics of large eddies in the near zone of an axisymmetric free jet in the case with local pulsed injection in the coaxial and transverse directions
Sorokin, M. I., Kushnarev, D. A., Tokarev, M. P. & Dulin, V. M., Mar 2025, In: Thermophysics and Aeromechanics. 32, 2, p. 327-332 6 p.
Research output: Contribution to journal › Article › peer-review
iOk Platform for Automated Object Detection and Analysis in Microscopy Images
Kudinov, V. Y., Matveev, A. V., Nartova, A. V., Sankova, N. N., Belotserkovskii, V. A. & Okunev, A. G., 2023, Proceedings of the 2023 IEEE 16th International Scientific and Technical Conference Actual Problems of Electronic Instrument Engineering, APEIE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1420-1423 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
iOk Platform for Automatic Search and Analysis of Objects in Images Using Artificial Intelligence in the Study of Supported Catalysts
Nartova, A. V., Matveev, A. V., Mashukov, M. Y., Belotserkovskii, V. A., Sankova, N. N., Kudinov, V. Y. & Okunev, A. G., Aug 2023, In: Kinetics and Catalysis. 64, 4, p. 458-465 8 p.
Research output: Contribution to journal › Article › peer-review
Learned perturbation-based digital backpropagation with low complexity for nonlinearity compensation
Редюк, А. А., Шевелев, Е. И., Данилко, В. Р., Bazarov, T., Senko, M., Samodelkin, L., Nanii, O., Treshchikov, V. & Федорук, М. П., 5 Dec 2025, In: OSA Continuum. 4, 12, p. 2896-2913 18 p.
Research output: Contribution to journal › Article › peer-review
Method for Compensating for Nonlinear Distortions in Long-Haul Soliton Fiber-Optic Communication Lines
Patrin, G. A., Chekhovskoy, I. S., Sidelnikov, O. S., Shtyrina, O. V. & Fedoruk, M. P., Dec 2025, In: Bulletin of the Lebedev Physics Institute. 52, Suppl 11, p. S1161-S1171 11 p., 7.
Research output: Contribution to journal › Article › peer-review
Nonlinear Fourier Transform as a Tool for Analyzing the Soliton Dynamics in Systems Obeying the Haus–Ginzburg–Landau Equation
Chekhovskoy, I. S., Shtyrina, O. V. & Fedoruk, M. P., Dec 2025, In: Bulletin of the Lebedev Physics Institute. 52, Suppl 11, p. S1151-S1160 10 p., 6.
Research output: Contribution to journal › Article › peer-review

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