Machine learning and applications in ultrafast photonics
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 …
where machine-learning algorithms are being matched to optical systems to add new …
Artificial neural networks for photonic applications—from algorithms to implementation: tutorial
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 …
audience, ranging from optical research and engineering communities to computer science …
Intelligent breathing soliton generation in ultrafast fiber lasers
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 …
specific mode‐locked regime generally involves adjusting multiple control parameters, in …
Intelligent programmable mode-locked fiber laser with a human-like algorithm
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 …
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
Mode-locked fiber lasers based on nonlinear polarization evolution can generate
femtosecond pulses with different pulse widths and rich spectral distributions for versatile …
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 …
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 …
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 …
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 …
traditional femtosecond laser modeling relies on the split‐step Fourier method (SSFM) to …
Toward a self-driving ultrafast fiber laser
Toward a self-driving ultrafast fiber laser | Light: Science & Applications Skip to main content
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