Fiber laser development enabled by machine learning: review and prospect
In recent years, machine learning, especially various deep neural networks, as an emerging
technique for data analysis and processing, has brought novel insights into the development …
technique for data analysis and processing, has brought novel insights into the development …
Challenges in coherent beam combining of high power fiber amplifiers: a review
CL Linslal, P Ayyaswamy, S Maji, MS Sooraj… - ISSS Journal of Micro …, 2022 - Springer
Coherent combining of light from multiple high power fiber amplifiers is a promising pathway
to scaling the output power to hundreds of kiloWatts. In the last decade, substantial progress …
to scaling the output power to hundreds of kiloWatts. In the last decade, substantial progress …
[PDF][PDF] 机器学习在光纤激光阵列相位调控中的研究进展与发展趋势
高志强， 常琦， 刘昊宇， 李俊， 马鹏飞， 周朴 - 中国激光, 2023 - researching.cn
摘要光纤激光阵列相位调控技术既可以突破单路光纤激光功率提升瓶颈, 也是高功率特殊光场
生成的有效途径之一. 随着人工智能技术的迅速发展, 将先进的智能算法引入激光阵列系统的 …
生成的有效途径之一. 随着人工智能技术的迅速发展, 将先进的智能算法引入激光阵列系统的 …
Experimental phase stabilization of a 397-channel laser beam array via image processing in dynamic noise environment
Q Chang, T Hou, J Long, Y Deng… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
A phase-locking module is firstly validated for coherent beam combining (CBC) systems of
near 400 laser beams in dynamic noise environment. It is based on a 2-dimensional image …
near 400 laser beams in dynamic noise environment. It is based on a 2-dimensional image …
Compact internal sensing phase locking system for coherent combining of fiber laser array
J Long, H Chang, Y Zhang, T Hou, Q Chang… - Optics & Laser …, 2022 - Elsevier
A compact internal sensing phase locking system for coherent combining of large aperture
fiber laser beams is demonstrated in this paper. Herein, the phase noises in the laser …
fiber laser beams is demonstrated in this paper. Herein, the phase noises in the laser …
[PDF][PDF] 人工智能赋能激光: 现状, 机遇与挑战
吴函烁， 蒋敏， 周朴 - Chinese Journal of Lasers, 2023 - researching.cn
摘要近年来, 人工智能科技的普及为激光领域的科技教育注入了新动力, 进一步推动了激光行业
的快速发展并拓宽了应用范围. 从激光器件优化设计, 激光器系统结构优化设计 …
的快速发展并拓宽了应用范围. 从激光器件优化设计, 激光器系统结构优化设计 …
Machine learning pattern recognition algorithm with applications to coherent laser combination
We analyze a new kind of machine learning algorithm designed to feedback stabilize
coherently combined lasers. This algorithm learns differential, rather than absolute, values of …
coherently combined lasers. This algorithm learns differential, rather than absolute, values of …
M2 factor estimation in few-mode fibers based on a shallow neural network
A high-accuracy, high-speed, and low-cost M^ 2 factor estimation method for few-mode
fibers based on a shallow neural network is presented in this work. Benefiting from the …
fibers based on a shallow neural network is presented in this work. Benefiting from the …
Efficient distributed architecture and optimized subarray control strategy to facilitate large-scale coherent beam combination
J Qi, W Zheng, W Jiang, J Dou, L Zhong, J Di, Y Qin - Optics Express, 2024 - opg.optica.org
Traditional coherent beam combination (CBC) system architecture has revealed
inadequacies in meeting the concurrent demands of large-scale deployment and high …
inadequacies in meeting the concurrent demands of large-scale deployment and high …
[PDF][PDF] 主动相位控制光纤激光相干合成技术研究
周朴， 粟荣涛， 马阎星， 吴坚， 马鹏飞， 李灿… - Acta Optica …, 2023 - researching.cn
主动相位控制光纤激光相干合成技术研究 Page 1 1700001-1 封面文章·特邀综述 第43 卷第17
期/2023 年9 月/光学学报 主动相位控制光纤激光相干合成技术研究 周朴1**,粟荣涛1,2,3*,马阎 …
期/2023 年9 月/光学学报 主动相位控制光纤激光相干合成技术研究 周朴1**,粟荣涛1,2,3*,马阎 …