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

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

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

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

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

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