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  1. 2021

  2. Asymptotics of sums of regression residuals under multiple ordering of regressors

    Chebunin, M. G. & Kovalevskii, A. P., 2021, In: Siberian Electronic Mathematical Reports. 18, 2, p. 1482-1492 11 p., 48.

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

  3. Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems

    Bogdanov, S. & Sidelnikov, O., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_7. (Optics InfoBase Conference Papers).

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

  4. Computing continuous nonlinear fourier spectrum of optical signal with artificial neural networks

    Sedov, E., Prilepsky, J., Chekhovskoy, I. & Turitsyn, S., 2021, European Quantum Electronics Conference, EQEC 2021. The Optical Society, ej_1_4. (Optics InfoBase Conference Papers).

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

  5. Computing continuous nonlinear Fourier spectrum of optical signal with artificial neural networks

    Sedov, E., Prylepskiy, J., Chekhovskoy, I. & Turitsyn, S., 2021, Applications of Machine Learning 2021. Zelinski, M. E., Taha, T. M. & Howe, J. (eds.). The International Society for Optical Engineering, 118430J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11843).

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

  6. Control of multi-soliton generation in fiber 8-figure laser by tunable spectral filtering

    Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, cj_p_7. (Optics InfoBase Conference Papers).

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

  7. Convex Optimization with Inexact Gradients in Hilbert Space and Applications to Elliptic Inverse Problems

    Matyukhin, V., Kabanikhin, S., Shishlenin, M., Novikov, N., Vasin, A. & Gasnikov, A., 2021, Mathematical Optimization Theory and Operations Research - 20th International Conference, MOTOR 2021, Proceedings. Pardalos, P., Khachay, M. & Kazakov, A. (eds.). Springer, p. 159-175 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12755 LNCS).

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

  8. Convolutional neural networks with multiple layers per span for nonlinearity mitigation in long-haul WDM transmission systems

    Sidelnikov, O., Redyuk, A., Sygletos, S., Fedoruk, M. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_6. (Optics InfoBase Conference Papers).

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

  9. Deep neural networks with time-domain synthetic photonic lattices

    Pankov, A. V., Sidelnikov, O. S., Vatnik, I. D., Churkin, D. V. & Sukhorukov, A. A., 2021, European Quantum Electronics Conference, EQEC 2021. The Optical Society, jsiv_p_3. (Optics InfoBase Conference Papers).

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

  10. Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser

    Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, cj_4_3. (Optics InfoBase Conference Papers).

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

  11. Ejection of plasma electrons due to interaction of plasma column with long proton beam

    Gorn, A. A., 2021, 47th EPS Conference on Plasma Physics, EPS 2021. European Physical Society , p. 549-552 4 p. (47th EPS Conference on Plasma Physics, EPS 2021; vol. 2021-June).

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

  12. Fast eigenvalue evaluation of the direct Zakharov-Shabat problem in telecommunication signals using adaptive phase jump tracking

    Chekhovskoy, I. S., Medvedev, S. B., Vaseva, I. A., Sedov, E. V. & Fedoruk, M. P., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_2. (Optics InfoBase Conference Papers).

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

  13. Forecasting Recessions in the US Economy Using Machine Learning Methods

    Zyatkov, N. & Krivorotko, O., 2021, Proceedings - 2021 17th International Asian School-Seminar "Optimization Problems of Complex Systems", OPCS 2021. Institute of Electrical and Electronics Engineers Inc., p. 139-146 8 p. (Proceedings - 2021 17th International Asian School-Seminar "Optimization Problems of Complex Systems", OPCS 2021).

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

  14. Highly sensitive compact optical magnetometer on the basis of an atomic clock

    Andryushkov, V., Radnatarov, D. & Kobtsev, S., 2021, 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings: QELS_Fundamental Science, CLEO: QELS 2021. The Optical Society, JTu3A.148. (Optics InfoBase Conference Papers).

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

  15. Mechanism of brightness enhancement in multimode LD-pumped graded-index fiber Raman lasers

    Babin, S. A., Kuznetsov, A. G., Sidelnikov, O. S., Kablukov, S. I., Podivilov, E. V., Fedoruk, M. P. & Wabnitz, S., 2021, Laser Applications Conference, LAC 2021. OSA Publishing, JM3A.12. (Optics InfoBase Conference Papers).

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

  16. Neural Networks for Nonlinear Fourier Spectrum Computation

    Sedov, E., Freire, P. J., Chekhovskoy, I., Turitsyn, S. & Prilepsky, J., 2021, 2021 European Conference on Optical Communication, ECOC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 European Conference on Optical Communication, ECOC 2021).

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

  17. New method for generation of a specific number of pulses per bunch in Yb-doped All-PM-fibre laser

    Ivanenko, A., Nyushkov, B., Smirnov, S. & Kobtsev, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, cj_p_13. (Optics InfoBase Conference Papers).

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

  18. Nonlinear spectrum transformation in semiconductor optical amplifiers

    Bednyakova, A., Khudozhitkova, D., Kokhanovskiy, A. & Turitsyn, S. K., 2021, Laser Science, LS 2021. OSA Publishing, JTu1A.97. (Optics InfoBase Conference Papers).

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

  19. Numerical Solution of the Inverse Problem for Diffusion-Logistic Model Arising in Online Social Networks

    Krivorotko, O., Zvonareva, T. & Zyatkov, N., 2021, Mathematical Optimization Theory and Operations Research: Recent Trends - 20th International Conference, MOTOR 2021, Revised Selected Papers. Strekalovsky, A., Kochetov, Y., Gruzdeva, T. & Orlov, A. (eds.). Springer, p. 444-459 16 p. (Communications in Computer and Information Science; vol. 1476 CCIS).

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

  20. On the accuracy of the poissonisation in the infinite occupancy scheme

    Chebunin, M., 2021, In: Сибирские электронные математические известия. 18, 2, p. 1035-1045 11 p., 35.

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

  21. On uniqueness and stability of a cycle in one gene network

    Golubyatnikov, V. P. & Minushkina, L. S., 2021, In: Siberian Electronic Mathematical Reports. 18, 1, p. 464-473 10 p., 32.

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

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