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Machine learning and applications in ultrafast photonics

Nature photonics, 2021-02, Vol.15 (2), p.91-101

2021

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Soliton control in fiber lasers with a semiconductor optical amplifier by off-set filtering

Optics letters, 2023-06, Vol.48 (12), p.3351-3354

Turitsyn, Sergei K

2023

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Combining nonlinear Fourier transform and neural network-based processing in optical communications

Optics letters, 2020-07, Vol.45 (13), p.3462-3465

2020

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Fast mode decomposition in few-mode fibers

Nature communications, 2020-11, Vol.11 (1), p.5507-5507, Article 5507

2020

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Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems

Optics express, 2021-03, Vol.29 (7), p.11254-11267

2021

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Capacity estimates for optical transmission based on the nonlinear Fourier transform

Nature communications, 2016-09, Vol.7 (1), p.12710-12710, Article 12710

2016

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Time stretch and its applications

Nature photonics, 2017-06, Vol.11 (6), p.341-351

2017

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Nonlinear inverse synthesis for high spectral efficiency transmission in optical fibers

Optics express, 2014-11, Vol.22 (22), p.26720-26741

2014

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Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

Journal of lightwave technology, 2021-10, Vol.39 (19), p.6085-6096

2021

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Gain-through-filtering enables tuneable frequency comb generation in passive optical resonators

Nature communications, 2019-10, Vol.10 (1), p.4489-6, Article 4489

2019

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Neural Networks-Based Equalizers for Coherent Optical Transmission: Caveats and Pitfalls

IEEE journal of selected topics in quantum electronics, 2022-07, Vol.28 (4: Mach. Learn. in Photon. Commun. and Meas. Syst.), p.1-23

2022

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On the theory of adiabatic field dynamics in the Kerr medium with distributed gain and dispersion

Optics letters, 2019-03, Vol.44 (6), p.1448-1451

Turitsyn, Sergei K

2019

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Analysis of laser radiation using the Nonlinear Fourier transform

Nature communications, 2019-12, Vol.10 (1), p.5663-5663, Article 5663

2019

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Soliton-sinc optical pulses

Optics letters, 2020-10, Vol.45 (19), p.5352-5355

2020

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Light transport and vortex-supported wave-guiding in micro-structured optical fibres

Scientific reports, 2020-02, Vol.10 (1), p.2507-2507, Article 2507

2020

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Nonlinear inverse synthesis technique for optical links with lumped amplification

Optics express, 2015-04, Vol.23 (7), p.8317-8328

2015

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Combining Optical and Digital Compensation: Neural Network-Based Channel Equalisers in Dispersion-Managed Communications Systems

Journal of lightwave technology, 2024-07, Vol.42 (14), p.4751-4755

2024

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Transfer Learning for Neural Networks-Based Equalizers in Coherent Optical Systems

Journal of lightwave technology, 2021-11, Vol.39 (21), p.6733-6745

2021

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The bright prospects of optical solitons after 50 years

Nature photonics, 2023-11, Vol.17 (11), p.937-942

2023

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All-fiber passively mode-locked Tm-doped NOLM-based oscillator operating at 2-μm in both soliton and noisy-pulse regimes

Optics express, 2014-04, Vol.22 (7), p.7875-7882

2014

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Mode-locking via dissipative Faraday instability

Nature communications, 2016-08, Vol.7 (1), p.12441-12441, Article 12441

2016

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Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

Journal of lightwave technology, 2021-03, Vol.39 (6), p.1696-1705

2021

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Performance analysis of dual-pump nonlinear amplifying loop mirror mode-locked all-fibre laser

Laser physics letters, 2019-06, Vol.16 (6), p.65105

2019

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Contour integrals for numerical computation of discrete eigenvalues in the Zakharov-Shabat problem

Optics letters, 2018-08, Vol.43 (15), p.3690-3693

2018

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Nonlinear spectral management: linearization of the lossless fiber channel

Optics express, 2013-10, Vol.21 (20), p.24344-24367

2013

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Machine learning and applications in ultrafast photonics

Soliton control in fiber lasers with a semiconductor optical amplifier by off-set filtering

Combining nonlinear Fourier transform and neural network-based processing in optical communications

Fast mode decomposition in few-mode fibers

Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems

Capacity estimates for optical transmission based on the nonlinear Fourier transform

Time stretch and its applications

Nonlinear inverse synthesis for high spectral efficiency transmission in optical fibers

Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

Gain-through-filtering enables tuneable frequency comb generation in passive optical resonators

Neural Networks-Based Equalizers for Coherent Optical Transmission: Caveats and Pitfalls

On the theory of adiabatic field dynamics in the Kerr medium with distributed gain and dispersion

Analysis of laser radiation using the Nonlinear Fourier transform

Soliton-sinc optical pulses

Light transport and vortex-supported wave-guiding in micro-structured optical fibres

Nonlinear inverse synthesis technique for optical links with lumped amplification

Combining Optical and Digital Compensation: Neural Network-Based Channel Equalisers in Dispersion-Managed Communications Systems

Transfer Learning for Neural Networks-Based Equalizers in Coherent Optical Systems

The bright prospects of optical solitons after 50 years

All-fiber passively mode-locked Tm-doped NOLM-based oscillator operating at 2-μm in both soliton and noisy-pulse regimes

Mode-locking via dissipative Faraday instability

Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links

Performance analysis of dual-pump nonlinear amplifying loop mirror mode-locked all-fibre laser

Contour integrals for numerical computation of discrete eigenvalues in the Zakharov-Shabat problem

Nonlinear spectral management: linearization of the lossless fiber channel

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