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Photonics Research, Volume. 12, Issue 4, 712(2024)

Entanglement quantification via weak measurements assisted by deep learning

Mu Yang1、†, Ya Xiao2、†, Ze-Yan Hao1,3, Yu-Wei Liao1,3, Jia-He Cao1,3, Kai Sun1,3,4, En-Hui Wang1,5, Zheng-Hao Liu1,3, Yutaka Shikano6,7,8,9,10,11、*, Jin-Shi Xu1,3,4,12、*, Chuan-Feng Li1,3,4,13、*, and Guang-Can Guo1,3,4
Author Affiliations
  • 1CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei 230026, China
  • 2College of Physics and Optoelectronic Engineering, Ocean University of China, Qingdao 266100, China
  • 3CAS Center for Excellence in Quantum Information and Quantum Physics, University of Science and Technology of China, Hefei 230026, China
  • 4Hefei National Laboratory, University of Science and Technology of China, Hefei 230088, China
  • 5Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd., Hefei 230601, China
  • 6Institute of Systems and Information Engineering, University of Tsukuba, Ibaraki 305-8573, Japan
  • 7Center for Artificial Intelligence Research, University of Tsukuba, Ibaraki 305-8577, Japan
  • 8Graduate School of Science and Technology, Gunma University, Gunma 371-8510, Japan
  • 9Institute for Quantum Studies, Chapman University, Orange, California 92866, USA
  • 10JST PRESTO, Saitama 332-0012, Japan
  • 11e-mail: yshikano@cs.tsukuba.ac.jp
  • 12e-mail: jsxu@ustc.edu.cn
  • 13e-mail: cfli@ustc.edu.cn
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    Mu Yang, Ya Xiao, Ze-Yan Hao, Yu-Wei Liao, Jia-He Cao, Kai Sun, En-Hui Wang, Zheng-Hao Liu, Yutaka Shikano, Jin-Shi Xu, Chuan-Feng Li, Guang-Can Guo. Entanglement quantification via weak measurements assisted by deep learning[J]. Photonics Research, 2024, 12(4): 712

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    Paper Information

    Category: Quantum Optics

    Received: Jun. 30, 2023

    Accepted: Dec. 7, 2023

    Published Online: Mar. 20, 2024

    The Author Email: Yutaka Shikano (yshikano@cs.tsukuba.ac.jp), Jin-Shi Xu (jsxu@ustc.edu.cn), Chuan-Feng Li (cfli@ustc.edu.cn)

    DOI:10.1364/PRJ.498498

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology