Research output per year
Research output per year
Research output
- 1 - 50 out of 673 results
Search results
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2024
Combining Optical and Digital Compensation: Neural Network-Based Channel Equalisers in Dispersion-Managed Communications Systems
Nurlybayeva, K., Kamalian-Kopae, M., Turitsyna, E. & Turitsyn, S. K., 15 Jul 2024, In: Journal of Lightwave Technology. 42, 14, p. 4751-4755 5 p.Research output: Contribution to journal › Article › peer-review
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Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach
Freire, P., Srivallapanondh, S., Spinnler, B., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 15 Jun 2024, In: Journal of Lightwave Technology. 42, 12, p. 4177-4201 25 p.Research output: Contribution to journal › Article › peer-review
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E-band Telecom-Compatible 40 dB Gain High-Power Bismuth-doped Fiber Amplifier with Record Power Conversion Efficiency
Donodin, A., Manuylovich, E., Dvoyrin, V. V., Melkumov, M. A., Mashinsky, V. M. & Turitsyn, S. K., 2 Apr 2024, In: APL Photonics. 9, 4, 10 p., 046102.Research output: Contribution to journal › Article › peer-review
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2023
Constrained-Optimization of Filterless Horseshoe Networks Supporting P2MP Coherent Transceivers
Mohammad Hosseini, M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 28 Nov 2023, In: 2023 IEEE Virtual Conference on Communications (VCC). 1Research output: Contribution to journal › Article › peer-review
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Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with Machine Learning DSP
Nurlybayeva, K., Argüello Ron, D., Kamalian-Kopae, M., Turitsyna, E. & Turitsyn, S., 10 Apr 2023, Proceedings of the 2022 Asia Communications and Photonics Conference (ACP). IEEE, p. 753-756 (Asia Communications and Photonics Conference (ACP) Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays
Freire, P. J., Srivallapanondh, S., Anderson, M., Spinnler, B., Bex, T., Eriksson, T. A., Napoli, A., Schairer, W., Costa, N., Blott, M., Turitsyn, S. K. & Prilepsky, J. E., 15 Jun 2023, In: Journal of Lightwave Technology. 41, 12, p. 3797-3815Research output: Contribution to journal › Article › peer-review
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Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection
Srivallapanondh, S., Freire, P. J., Spinnler, B., Costa, N., Napoli, A., Turitsyn, S. K. & Prilepsky, J. E., 5 Mar 2023, Proceedings of 2023 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, (2023 Optical Fiber Communications Conference and Exhibition (OFC)).Research output: Chapter in Book/Published conference output › Conference publication
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Memory-aware end-to-end learning of channel distortions in optical coherent communications
Neskorniuk, V., Carnio, A., Marsella, D., Turitsyn, S. K., Prilepsky, J. E. & Aref, V., 2 Jan 2023, In: Optics Express. 31, 1, p. 1-20Research output: Contribution to journal › Article › peer-review
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Meta-Heuristic Framework for Designing Filterless Horseshoe Networks with P2MP Transceivers
Hosseini, M. M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 2 Nov 2023, 2023 International Conference on Photonics in Switching and Computing (PSC). IEEE, (2023 International Conference on Photonics in Switching and Computing, PSC 2023).Research output: Chapter in Book/Published conference output › Conference publication
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Multi-band ESCL transmission supported by bismuth-doped and Raman fiber amplification
Donodin, A., London, E., Correia, B., Virgillito, E., Tan, M., Hazarika, P., Phillips, I., Harper, P., Turitsyn, S. K., Curri, V. & Forysiak, W., 5 Dec 2023, (E-pub ahead of print) In: Journal of Lightwave Technology. 12 p.Research output: Contribution to journal › Article › peer-review
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Multi-period planning in metro-aggregation networks exploiting point-to-multipoint coherent transceivers
Hosseini, M. M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 21 Feb 2023, In: Journal of Optical Communications and Networking. 15, 3, p. 155-162 8 p.Research output: Contribution to journal › Article › peer-review
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Neural network modeling of bismuth-doped fiber amplifier
Donodin, A., De Moura, U. C., Brusin, A. M. R., Manuylovich, E., Dvoyrin, V., Da Ros, F., Carena, A., Forysiak, W., Zibar, D. & Turitsyn, S. K., 17 Jan 2023, In: Journal of the European Optical Society-Rapid Publications. 19, 1, 6 p., 4.Research output: Contribution to journal › Article › peer-review
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Nonlinear Optical Pulses in Media with Asymmetric Gain
Turitsyn, S. K., Bednyakova, A. E. & Podivilov, E. V., 12 Oct 2023, In: Physical Review Letters. 131, 15, 153802.Research output: Contribution to journal › Article › peer-review
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Optimal Design of Filterless Horseshoe Networks Supporting Point-to-Multipoint Transceivers
Hosseini, M. M., Pedro, J., Costa, N., Napoli, A., Prilepsky, J. E. & Turitsyn, S. K., 19 May 2023, 2023 Optical Fiber Communications Conference and Exhibition, OFC 2023 - Proceedings. IEEE, (Proceedings of Optical Fiber Communications Conference and Exhibition (OFC)).Research output: Chapter in Book/Published conference output › Conference publication
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Optimized design of filterless horseshoe networks exploiting point-to-multipoint coherent transceivers
Hosseini, M. M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 1 Sept 2023, In: Journal of Optical Communications and Networking. 15, 9, p. 569-578 10 p.Research output: Contribution to journal › Article › peer-review
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Parallelization of Recurrent Neural Network-Based Equalizer for Coherent Optical Systems via Knowledge Distillation
Srivallapanondh, S., Freire, P. J., Spinnler, B., Costa, N., Napoli, A., Turitsyn, S. K. & Prilepsky, J. E., 29 Nov 2023, (E-pub ahead of print) In: Journal of Lightwave Technology. 10 p.Research output: Contribution to journal › Article › peer-review
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Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks
Bogdanov, S., Shepelsky, D., Vasylchenkova, A., Sedov, E., Freire, P. J., Turitsyn, S. K. & Prilepsky, J. E., Oct 2023, In: Communications in Nonlinear Science and Numerical Simulation. 125, 14 p., 107311.Research output: Contribution to journal › Article › peer-review
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Pump Optimization of E-band Bismuth-Doped Fiber Amplifier
Donodin, A., Manuylovich, E., Dvoyrin, V., Forysiak, W. & Turitsyn, S. K., 5 Mar 2023, Proceedings of 2023 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, (2023 Optical Fiber Communications Conference and Exhibition (OFC)).Research output: Chapter in Book/Published conference output › Conference publication
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Raman dissipative soliton source of ultrashort pulses in NIR-III spectral window
Zhdanov, I., Volosi, V. M., Koliada, N. A., Kharenko, D. S., Nikolaev, N. A., Turitsyn, S. K. & Babin, S. A., 9 Oct 2023, In: Optics Express. 31, 21, p. 35156-35163 8 p.Research output: Contribution to journal › Article › peer-review
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Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
Freire, P. J., Napoli, A., Ron, D. A., Spinnler, B., Anderson, M., Schairer, W., Bex, T., Costa, N., Turitsyn, S. K. & Prilepsky, J. E., 15 Jul 2023, In: Journal of Lightwave Technology. 41, 14, p. 4557-4581Research output: Contribution to journal › Article › peer-review
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Transient light shift register mechanism of bi-chromatic pulse generation
Nyushkov, B., Ivanenko, A., Smirnov, S. & Turitsyn, S., Aug 2023, In: Optica. 10, 8, p. 1029-1039 11 p.Research output: Contribution to journal › Article › peer-review
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2022
195-nm Multi-Band Amplifier Enabled by Bismuth-doped Fiber and Discrete Raman Amplification
Donodin, A., Hazarika, P., Tan, M., Dvoyrin, V., Patel, M., Phillips, I., Harper, P., Turitsyn, S. & Forysiak, W., 20 Dec 2022, 2022 European Conference on Optical Communication, ECOC 2022. IEEE, 4 p. Th2A.1. (European Conference on Optical Communication (ECOC) ).Research output: Chapter in Book/Published conference output › Conference publication
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30-GBaud DP 16-QAM transmission in the E-band enabled by bismuth-doped fiber amplifiers
Donodin, A., Tan, M., Hazarika, P., Dvoyrin, V., Phillips, I., Harper, P., Turitsyn, S. K. & Forysiak, W., 1 Oct 2022, In: Optics Letters. 47, 19, p. 5152-5155 4 p.Research output: Contribution to journal › Article › peer-review
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38 dB Gain E-band Bismuth-doped Fiber Amplifier
Donodin, A., Dvoyrin, V., Manuylovich, E., Melkumov, M., Mashinsky, V. & Turitsyn, S., 18 Sept 2022, 2022 European Conference on Optical Communication, ECOC 2022. Leuthold, J., Harder, C., Offrein, B. & Limberger, H. (eds.). Tu5.5Research output: Chapter in Book/Published conference output › Conference publication
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50 Gbaud QPSK E-band Transmission Using Bismuth Doped Fiber Amplifiers
Donodin, A., Tan, M., Phillips, I., Ali, A. A. I., Hazarika, P., Patel, M., Harper, P., Dvoyrin, V., Forysiak, W. & Turitsyn, S., 13 Apr 2022, 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings. W3J.5. (Optical Fiber Communications Conference and Exhibition - Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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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. K., Dec 2022, In: Photonics. 9, 12, 7 p., 921.Research output: Contribution to journal › Article › peer-review
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Bifurcations and multiple-period soliton pulsations in Mamyshev oscillator
Kuprikov, E., Perepelov, A., Kokhanovskiy, A., Bednyakova, I. A. & Turitsyn, S., 9 Aug 2022, 2022 International Conference Laser Optics, ICLO 2022 - Proceedings. IEEE, 1 p. (International Conference Laser Optics - Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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Deep Neural Network-aided Soft-Demapping in Coherent Optical Systems: Regression versus Classification
Freire, P. J., Prilepsky, J. E., Osadchuk, Y., Turitsyn, S. K. & Aref, V., Dec 2022, In: IEEE Transactions on Communications. 70, 12, p. 7973-7988Research output: Contribution to journal › Article › peer-review
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Deep reinforcement learning for self-tuning laser source of dissipative solitons
Kuprikov, E., Kokhanovskiy, A., Serebrennikov, K. & Turitsyn, S., 3 May 2022, In: Scientific Reports. 12, 1, 9 p., 7185.Research output: Contribution to journal › Article › peer-review
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Designing Mamyshev oscillator cavity by particle swarm optimization algorithm
Kuprikov, E., Perepelov, A., Kokhanovskiy, A., Bednyakova, I. A. & Turitysin, S., 9 Aug 2022, 2022 International Conference Laser Optics, ICLO 2022 - Proceedings. IEEE, 1 p. (International Conference Laser Optics - Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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Editorial Introduction to JSTQE Special Issue on Machine Learning in Photonic Communication and Measurement Systems
Zibar, D., Turitsyn, S., Jalali, B., Kojima, K. & Furdek, M., 8 Aug 2022, In: IEEE Journal of Selected Topics in Quantum Electronics. 28, 4, p. 3-3 1 p., 0200403.Research output: Contribution to journal › Editorial › peer-review
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Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization
Ron, D. A., Freire, P. J., Prilepsky, J. E., Kamalian-Kopae, M., Napoli, A. & Turitsyn, S. K., 24 May 2022, In: Scientific Reports. 12, 1, 8713.Research output: Contribution to journal › Article › peer-review
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Long-Term Cost-Effectiveness of Metro Networks Exploiting Point-to-Multipoint Transceivers
Hosseini, M. M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 30 May 2022, 2022 International Conference on Optical Network Design and Modeling, ONDM 2022. IEEEResearch output: Chapter in Book/Published conference output › Conference publication
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Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication
Neskorniuk, V., Carnio, A., Marsella, D., Turitsyn, S. K., Prilepsky, J. E. & Aref, V., 23 Sept 2022, 2022 Conference on Lasers and Electro-Optics, CLEO 2022 - Proceedings. IEEE, 2 p. SW4E.5n. (Conference on Lasers and Electro-Optics, CLEO).Research output: Chapter in Book/Published conference output › Conference publication
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Multi-period Planning in Metro-Aggregation Networks using Point-to-Multipoint Transceivers
Hosseini, M. M., Pedro, J., Costa, N., Napoli, A., Prilepsky, J. E. & Turitsyn, S. K., 4 Dec 2022, GLOBECOM 2022 - 2022 IEEE Global Communications Conference. IEEE, 6 p. (GLOBECOM 2022 - 2022 IEEE Global Communications Conference).Research output: Chapter in Book/Published conference output › Conference publication
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Neural Networks-based Equalizers for Coherent Optical Transmission: Caveats and Pitfalls
Freire, P. J., Napoli, A., Spinnler, B., Costa, N. M. S. D., Turitsyn, S. K. & Prilepsky, J., 2022, In: IEEE Journal of Selected Topics in Quantum Electronics. 28, 4, 24 p., 7600223.Research output: Contribution to journal › Article › peer-review
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New regimes of pulse evolution in a fiber laser with semiconductor optical amplifier
Khudozhitkova, D., Bednyakova, A., Kokhanovskiy, A. & Turitsyn, S. K., Jun 2022, 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss. IEEE, 1 p. (2022 International Conference Laser Optics, ICLO 2022 - Proceedingss).Research output: Chapter in Book/Published conference output › Conference publication
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Noise-Resistant Crowd Equalisation for Optical Communication Systems Based on Machine Learning
Nurlybayeva, K., Ron, D. A., Kamalian-Kopae, M., Turitsyna, E. & Turitsyn, S., 2022, Frontiers in Optics, FiO 2022. FM3D.2. (Optics InfoBase Conference Papers).Research output: Chapter in Book/Published conference output › Conference publication
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Nonlinear beam tapering and two-dimensional ring solitons
Mezentsev, V. K., Podivilov, E. V., Vaseva, I. A., Fedoruk, M. P., Rubenchik, A. M. & Turitsyn, S., 8 Nov 2022, In: Physical Review E. 106, 5, 7 p., 054205.Research output: Contribution to journal › Article › peer-review
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Nonlinear spectral tunability of pulsed fiber laser with semiconductor optical amplifier
Bednyakova, A., Khudozhitkova, D. & Turitsyn, S., 13 Aug 2022, In: Scientific Reports. 12, 1, 10 p., 13799.Research output: Contribution to journal › Article › peer-review
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On the Impact of the Optical Phase Conjugation on the Computational Complexity of Neural Network-Based Equalisers
Ron, D. A., Nurlybayeva, K., Kamalian-Kopae, M., Ali, A. A., Turitsyna, E. & Turitsyn, S., 18 Sept 2022, 2022 European Conference on Optical Communication, ECOC 2022. IEEE, 4 p. We5.29. (2022 European Conference on Optical Communication, ECOC 2022).Research output: Chapter in Book/Published conference output › Conference publication
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Optimization of survivable filterless optical networks exploiting digital subcarrier multiplexing
Hosseini, M. M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., 1 Jul 2022, In: Journal of Optical Communications and Networking. 14, 7, p. 586 - 594 9 p.Research output: Contribution to journal › Article › peer-review
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Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems
Freire, P. J., Anderson, M., Spinnler, B., Bex, T., Prilepsky, J. E., Eriksson, T. A., Costa, N., Schairer, W., Blott, M., Napoli, A. & Turitsyn, S. K., 20 Dec 2022, 2022 European Conference on Optical Communication, ECOC 2022. IEEE, 4 p. (2022 European Conference on Optical Communication, ECOC 2022).Research output: Chapter in Book/Published conference output › Conference publication
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2021
4-channel E-band data transmission over 160 km of SMF-28 using a bismuth-doped fibre amplifier
Donodin, A., Dvoyrin, V., Manuylovich, E., Phillips, I., Forysiak, W., Melkumov, M., Mashinsky, V. & Turitsyn, S., 26 Jul 2021, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. IEEE, 9489509. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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Advanced Convolutional Neural Networks for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems
Sidelnikov, O., Redyuk, A., Sygletos, S., Fedoruk, M. & Turitsyn, S. K., 15 Apr 2021, In: Journal of Lightwave Technology. 39, 8, p. 2397-2406 10 p., 9324921.Research output: Contribution to journal › Article › peer-review
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Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links
Freire, P. J., Neskorniuk, V., Napoli, A., Spinnler, B., Costa, N., Khanna, G., Riccardi, E., Prilepsky, J. E. & Turitsyn, S. K., 15 Mar 2021, In: Journal of Lightwave Technology. 39, 6, p. 1696 - 1705 10 p., 9280329.Research output: Contribution to journal › Article › peer-review
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Computing continuous nonlinear Fourier spectrum of optical signal with artificial neural networks
Sedov, E., Prylepskiy, Y., Chekhovskoy, I., Turitsyn, S., Zelinski, M. E. (Editor), Taha, T. M. (Editor) & Howe, J. (Editor), 1 Aug 2021, In: Proceedings of SPIE - International Society for Optical Engineering. 11843, 22 p., 118430J .Research output: Contribution to journal › Conference article › peer-review
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Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems
Kotlyar, O., Kamalian-kopae, M., Pankratova, M., Vasylchenkova, A., Prilepsky, J. E. & Turitsyn, S. K., 26 Mar 2021, In: Optics Express. 29, 7, p. 11254-11267Research output: Contribution to journal › Article › peer-review
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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., 30 Sept 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. The Optical Society, (Optics InfoBase Conference Papers).Research output: Chapter in Book/Published conference output › Conference publication
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Delay-differential-equation model for mode-locked lasers based on nonlinear optical and amplifying loop mirrors
Vladimirov, A. G., Suchkov, S., Huyet, G. & Turitsyn, S. K., 29 Sept 2021, In: Physical Review A. 104, 3, 033525.Research output: Contribution to journal › Article › peer-review
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