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  1. 2022

  2. Deep reinforcement learning for self-tuning laser source of dissipative solitons

    Kuprikov, E., Kokhanovskiy, A., Serebrennikov, K. & Turitsyn, S., Dec 2022, In: Scientific Reports. 12, 1, 7185.

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

  3. A Deep Reinforcement Learning Algorithm for Smart Control of Hysteresis Phenomena in a Mode-Locked Fiber Laser

    Kokhanovskiy, A., Shevelev, A., Serebrennikov, K., Kuprikov, E. & Turitsyn, S., 1 Dec 2022, In: Photonics. 9, 12, 921.

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

  4. 2023

  5. Manipulating the harmonic mode-locked regimes inside a fiber cavity by a reinforcement learning algorithm

    Кохановский, А. Ю., Куприков, Е. А., Серебренников, К. В., Mkrtchyan, A. A., Davletkhanov, A. & Gladush, Y., 2023, In: Proceedings of SPIE - The International Society for Optical Engineering. 12775, 4 p., 127750N.

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

  6. 2024

  7. Implementation of reinforcement learning algorithms for fiber mode-locked lasers

    Kokhanovskiy, A., Serebrennikov, K. & Kuprikov, E., 2024, 2024 International Conference Laser Optics, ICLO 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 442 (2024 International Conference Laser Optics, ICLO 2024 - Proceedings).

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

  8. Inverse design of a Mamyshev oscillator with MW peak power by a particle swarm optimization algorithm

    Perepelov, A., Kuprikov, E. & Kokhanovskiy, A., 1 Feb 2024, In: Journal of the Optical Society of America B: Optical Physics. 41, 2, p. A86-А91 5 p.

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

  9. Multistability manipulation by reinforcement learning algorithm inside mode-locked fiber laser

    Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K., Mkrtchyan, A., Davletkhanov, A., Bunkov, A., Krasnikov, D., Shashkov, M., Nasibulin, A. & Gladush, Y., 1 Jul 2024, In: Nanophotonics. 13, 16, p. 2891-2901 11 p.

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

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