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

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

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

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

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

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

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

Andryushkov, V., Radnatarov, D. & Kobtsev, S., 2021, CLEO: 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

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

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

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