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 intelligence-enabled mode-locked fiber laser: a review

Q Ma, H Yu - Nanomanufacturing and Metrology, 2023 - Springer
Owing to their compactness, robustness, low cost, high stability, and diffraction-limited beam
quality, mode-locked fiber lasers play an indispensable role in micro/nanomanufacturing …

Phase-tailored assembly and encoding of dissipative soliton molecules

Y Liu, S Huang, Z Li, H Liu, Y Sun, R **a… - Light: Science & …, 2023 - nature.com
Self-assembly of particle-like dissipative solitons, in the presence of mutual interactions,
emphasizes the vibrant concept of soliton molecules in varieties of laser resonators …

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 …

Phase-matching-induced near-chirp-free solitons in normal-dispersion fiber lasers

D Mao, Z He, Y Zhang, Y Du, C Zeng, L Yun… - Light: Science & …, 2022 - nature.com
Direct generation of chirp-free solitons without external compression in normal-dispersion
fiber lasers is a long-term challenge in ultrafast optics. We demonstrate near-chirp-free …

On-demand harnessing of photonic soliton molecules

S Liu, Y Cui, E Karimi, BA Malomed - Optica, 2022 - opg.optica.org
Soliton<? TeX 2pc 0pt?> molecules (SMs)<? TeX 4pc 0pt?> are fundamentally important
modes in nonlinear optical systems. It is a challenge to experimentally produce SMs with the …

[HTML][HTML] Isomeric dynamics of multi-soliton molecules in passively mode-locked fiber lasers

S Huang, Y Liu, H Liu, Y Sun, R **a, W Ni, Y Luo… - Apl Photonics, 2023 - pubs.aip.org
The self-assembly of optical solitons propagating in nonlinear dissipative systems spreads
the concept of soliton molecules. Assisted with the real-time spectral interferometry, plentiful …

Emergent phenomena of vector solitons induced by the linear coupling

Y Du, Z He, Q Gao, H Zhang, C Zeng… - Laser & Photonics …, 2023 - Wiley Online Library
Coupling between modes is crucial for generating coherent structures and spatiotemporal
chaos in optical systems. In an ultrafast fiber laser with birefringence, the stable pulse is …

Dynamics of carbon nanotube-based mode-locking fiber lasers

L Huang, Y Zhang, X Liu - Nanophotonics, 2020 - degruyter.com
Carbon nanotube (CNT) can work as excellent saturable absorber (SA) due to its
advantages of fast recovery, low saturation intensity, polarization insensitivity, deep …

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 …