Machine learning and applications in ultrafast photonics

G Genty, L Salmela, JM Dudley, D Brunner… - Nature …, 2021 - nature.com
Recent years have seen the rapid growth and development of the field of smart photonics,
where machine-learning algorithms are being matched to optical systems to add new …

Artificial neural networks for photonic applications—from algorithms to implementation: tutorial

P Freire, E Manuylovich, JE Prilepsky… - Advances in Optics and …, 2023 - opg.optica.org
This tutorial–review on applications of artificial neural networks in photonics targets a broad
audience, ranging from optical research and engineering communities to computer science …

Intelligent breathing soliton generation in ultrafast fiber lasers

X Wu, J Peng, S Boscolo, Y Zhang… - Laser & Photonics …, 2022 - Wiley Online Library
Harnessing pulse generation from an ultrafast laser is a challenging task as reaching a
specific mode‐locked regime generally involves adjusting multiple control parameters, in …

Intelligent programmable mode-locked fiber laser with a human-like algorithm

G Pu, L Yi, L Zhang, W Hu - Optica, 2019 - opg.optica.org
Nonlinear polarization evolution-based passively mode-locked fiber lasers with ultrafast and
high peak power pulses are a powerful tool for engineering applications and scientific …

Intelligent control of mode-locked femtosecond pulses by time-stretch-assisted real-time spectral analysis

G Pu, L Yi, L Zhang, C Luo, Z Li, W Hu - Light: Science & Applications, 2020 - nature.com
Mode-locked fiber lasers based on nonlinear polarization evolution can generate
femtosecond pulses with different pulse widths and rich spectral distributions for versatile …

Low-latency deep-reinforcement learning algorithm for ultrafast fiber lasers

Q Yan, Q Deng, J Zhang, Y Zhu, K Yin, T Li… - Photonics …, 2021 - opg.optica.org
The application of machine learning to the field of ultrafast photonics is becoming more and
more extensive. In this paper, for the automatic mode-locked operation in a saturable …

Solitary waves in ultrafast fiber lasers: From solitons to dissipative solitons

P Grelu - Optics Communications, 2024 - Elsevier
The development of the connections between ultrafast laser dynamics and solitary waves
concepts is presented, with an attempt to emphasize on important research milestones and …

Nonlinear polarization evolution of ultrashort pulses in polarization maintaining fibers

J Szczepanek, TM Kardaś, C Radzewicz… - Optics express, 2018 - opg.optica.org
We examine properties of an ultrashort laser pulse propagating through an artificial
Saturable Absorber based on Nonlinear Polarization Evolution device which has been …

Fast predicting the complex nonlinear dynamics of mode‐locked fiber laser by a recurrent neural network with prior information feeding

G Pu, R Liu, H Yang, Y Xu, W Hu… - Laser & Photonics …, 2023 - Wiley Online Library
As an imperative method of investigating the internal mechanism of femtosecond lasers,
traditional femtosecond laser modeling relies on the split‐step Fourier method (SSFM) to …

Toward a self-driving ultrafast fiber laser

F Meng, JM Dudley - Light, science & applications, 2020 - nature.com
Toward a self-driving ultrafast fiber laser | Light: Science & Applications Skip to main content
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