Year
Month
(Peer-Reviewed) Adaptive optics based on machine learning: a review
Youming Guo 郭友明 ¹ ² ³, Libo Zhong 钟立波 ¹ ², Lei Min 闵雷 ¹ ², Jiaying Wang 王佳英 ¹ ² ³, Yu Wu ¹ ² ³, Kele Chen 陈克乐 ¹ ² ³, Kai Wei 魏凯 ¹ ² ³, Changhui Rao 饶长辉 ¹ ² ³
¹ The Key Laboratory on Adaptive Optics, Chinese Academy of Sciences, Chengdu 610209, China
中国 成都 中国科学院 自适应光学重点实验室
² The Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
中国 成都 中国科学院 光电技术研究所 自适应光学实验室
³ University of Chinese Academy of Sciences, Beijing 100049, China
中国 北京 中国科学院大学
Opto-Electronic Advances, 2022-01-28
Abstract

Adaptive optics techniques have been developed over the past half century and routinely used in large ground-based telescopes for more than 30 years. Although this technique has already been used in various applications, the basic setup and methods have not changed over the past 40 years. In recent years, with the rapid development of artificial intelligence, adaptive optics will be boosted dramatically.

In this paper, the recent advances on almost all aspects of adaptive optics based on machine learning are summarized. The state-of-the-art performance of intelligent adaptive optics are reviewed. The potential advantages and deficiencies of intelligent adaptive optics are also discussed.
Adaptive optics based on machine learning: a review_1
Adaptive optics based on machine learning: a review_2
Adaptive optics based on machine learning: a review_3
  • AI-powered nonlinear optical imaging reveals protein spatial homogenization as an indicator of impaired bone quality in type 2 diabetes
  • Bowen Zhang, Jiangbo Pu, Tao Hu, Junjie Zeng, Han Zhang, Zemeng Chen, Xiang Ji, Shuhua Yue, Lin Z. Li, Ting Li
  • Opto-Electronic Advances
  • 2026-05-15
  • Highly sensitive SWCNT-based pyroelectric phototransistors for broadband room temperature infrared detection
  • Svetlana I. Serebrennikova, Daria S. Kopylova, Yuriy G. Gladush, Sakellaris Mailis, Nikita E. Gordeev, Aliya R. Vildanova, Aleksandr V. Averchenko, Sergey S. Zhukov, Dmitry V. Krasnikov, Albert G. Nasibulin
  • Opto-Electronic Advances
  • 2026-05-15
  • Active retinal projection augmented reality display via pixel-to-pixel collimation
  • Xiang Zhang, Yuanlong Huang, Weiyao Fan, Enguo Chen, Jiajun Luo
  • Opto-Electronic Advances
  • 2026-05-15
  • Massively parallel and programmable photonic differential equation solver
  • Jiahao Wang, Wen Chen, Zhou Zhou, Dongyu Hu, Zile Li, Peng Chen, Yan-qing Lu, Shuang Zhang, Cheng-Wei Qiu, Shaohua Yu, Guoxing Zheng
  • Opto-Electronic Advances
  • 2026-05-15
  • Femtosecond laser rapid customization of high-performance anti-reflection windows
  • Yulong Ding, Xiang Jiang, Cong Wang, Xianshi Jia, Linpeng Liu, Weina Han, Zheng Gao, Shiyu Wang, Nai Lin, Dejin Yan, Ji'an Duan
  • Opto-Electronic Science
  • 2026-04-23
  • Ppt-level volatile organic compounds detection via microsecond-pulse-enhanced mid-infrared photoacoustic
  • Senyu Wang, Liang Zhao, Hongyu Luo, Xiangyu Zhao, Jianfeng Li, Wei Wang, Hao Lei, Mingrui Jiang, Jinlong Wan, Binxing Zhao, Bincheng Li, Yong Liu
  • Opto-Electronic Science
  • 2026-04-23
  • Polarization-guided diffusion prior for eyeglass reflection removal
  • Yating Chen, Liangcai Cao
  • Opto-Electronic Advances
  • 2026-04-17
  • AI-assisted metaphotonics
  • Minsung Kang, Seokju Choi, Kaixi Fu, Xiaoyuan Liu, Zhun Wei, Lei Jin, Hao Wang, Olivier J. F. Martin, Joel K. W. Yang, Sunae So, Trevon Badloe
  • Opto-Electronic Advances
  • 2026-04-17
  • Terahertz imaging technology: progress and applications
  • Yuyuan Tian, Xiaoyin Chen, Zhuocheng Zhang, Qianze Yan, Yiming Liu, Chengliang Deng, Min Wan, Jiang Li, Xiaoqiuyan Zhang, Lu Rong, Elizaveta Tsiplakova, Nikolay Petrov, Xinke Wang, Liguo Zhu, Min Hu, Yan Zhang
  • Opto-Electronic Technology
  • 2026-03-30
  • Interpretable low-dose CT enhancement via multi-Gaussian cluster variance reduction
  • Xiaofeng Zhang, Yilan Zhu, Yongsheng Huang, Jielong Yang, Zhili Wang, Kai Zhang, Si Chen, Linbo Liu, Xin Ge
  • Opto-Electronic Science
  • 2026-03-25
  • Polygonal generalized perfect spatiotemporal optical vortices
  • Shuoshuo Zhang, Zhangyu Zhou, Qianyi Wei, Zhongsheng Man, Changjun Min, Wending Zhang, Yuquan Zhang, Ting Mei, Xiaocong Yuan
  • Opto-Electronic Science
  • 2026-03-25



  • Prognostic role of plasma levels of γ-glutamyl transpeptidase in patients with advanced gastric cancer treated with anti-PD-1 immunotherapy                                Manipulations of micro/nanoparticles using gigahertz acoustic streaming tweezers
    About
    |
    Contact
    |
    Copyright © PubCard