Deciphering optical coupled resonant systems with physics-data co-driven deep neural networks.

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Title: Deciphering optical coupled resonant systems with physics-data co-driven deep neural networks.
Authors: Liu SY; State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China.; School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China., Zhong HT; School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China., Yu XC; School of Physics and Astronomy, Key Laboratory of Multiscale Spin Physics (Beijing Normal University), Ministry of Education, and Beijing Key Laboratory of Advanced Metamaterial Structures and Functional Technologies, Beijing Normal University, Beijing, China., Zhang BL; State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China.; School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China., Zhang LY; School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China., Xu Y; Key Laboratory of Photonic Technology for Integrated Sensing and Communication, (Guangdong University of Technology), Ministry of Education of China, Guangzhou, China. yixu@gdut.edu.cn., Zhu NH; Institute of Intelligent Photonics, National Key Laboratory of Semiconductor Laser, Academy for Advanced Interdisciplinary Studies, Nankai University, Tianjin, China., Chen JH; Institute of Electromagnetics and Acoustics, Xiamen University, Xiamen, China., Wen HS; Institute of Intelligent Photonics, National Key Laboratory of Semiconductor Laser, Academy for Advanced Interdisciplinary Studies, Nankai University, Tianjin, China. whs@nankai.edu.cn., Huang SG; State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China., Yang DQ; State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China. ydq@bupt.edu.cn.; School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China. ydq@bupt.edu.cn.
Source: Light, science & applications [Light Sci Appl] 2026 Jun 23; Vol. 15 (1). Date of Electronic Publication: 2026 Jun 23.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101610753 Publication Model: Electronic Cited Medium: Internet ISSN: 2047-7538 (Electronic) Linking ISSN: 20477538 NLM ISO Abbreviation: Light Sci Appl Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2047-7538
DOI:10.1038/s41377-026-02389-0