Ring-Core-Fiber Optimization Assisted by Machine Learning Algorithms

被引:0
|
作者
Shi, Chumin [1 ]
Ning, Jingkun [1 ]
Mo, Shuqi [1 ]
Liang, Sihao [1 ]
Luo, Yiyang [1 ]
Luo, Zhuofeng [1 ]
Zhang, Junwei [1 ]
Liu, Jie [1 ]
Yu, Siyuan [1 ,2 ]
机构
[1] Sun Yat Sen Univ, State Key Lab Optoelect Mat & Technol, Sch Elect & Informat Engn, Guangzhou 510275, Peoples R China
[2] Univ Bristol, Merchant Venturers Sch Engn, Photon Grp, Bristol BS8 1UB, Avon, England
来源
2019 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP) | 2019年
基金
国家重点研发计划;
关键词
D O I
暂无
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A RCF design methodology for the minimization of inter-MG coupling coefficient is proposed based on machine-learning algorithms. Lower coupling coefficient can be realized by the proposed methodology, compared with that of the previously reported RCF.
引用
收藏
页数:3
相关论文
共 50 条
  • [31] An optimization on machine learning algorithms for mapping snow avalanche susceptibility
    Yariyan, Peyman
    Omidvar, Ebrahim
    Minaei, Foad
    Ali Abbaspour, Rahim
    Tiefenbacher, John P.
    NATURAL HAZARDS, 2022, 111 (01) : 79 - 114
  • [32] An optimization on machine learning algorithms for mapping snow avalanche susceptibility
    Peyman Yariyan
    Ebrahim Omidvar
    Foad Minaei
    Rahim Ali Abbaspour
    John P. Tiefenbacher
    Natural Hazards, 2022, 111 : 79 - 114
  • [33] MACHINE LEARNING ALGORITHMS IN SUPPLY CHAIN COORDINATION SIMULATION AND OPTIMIZATION
    Zhang, Qingping
    Hei, Yi
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (05): : 3603 - 3613
  • [34] Optimization of Machine Learning Algorithms for Proteomic Analysis Using TOPSIS
    Javanbakht, T.
    Chakravorty, S.
    JOURNAL OF ENGINEERING SCIENCES-UKRAINE, 2022, 9 (02): : E7 - E11
  • [35] Optimization Algorithms and Machine Learning Techniques in Medical Image Analysis
    Zhang, Yudong
    Gorriz, Juan Manuel
    Nayak, Deepak Ranjan
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (03) : 5917 - 5920
  • [36] Edge Assisted Crime Prediction and Evaluation Framework for Machine Learning Algorithms
    Adhikary, Apurba
    Murad, Saydul Akbar
    Munir, Md Shirajum
    Hong, Choong Seon
    36TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN 2022), 2022, : 417 - 422
  • [37] Accurate Load Prediction Algorithms Assisted with Machine Learning for Network Traffic
    Gao, Yin
    Zhang, Man
    Chen, Jiajun
    Han, Jiren
    Li, Dapeng
    Qiu, Ruitao
    IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2021, : 1683 - 1688
  • [38] Machine-Learning-Assisted Antenna Optimization With Data Augmentation
    Zhang, Jiapeng
    Xu, Jiawen
    Chen, Qiang
    Li, Hui
    IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2023, 22 (08): : 1932 - 1936
  • [39] Screening and Optimization of Soil Remediation Strategies Assisted by Machine Learning
    Zhang, Bowei
    Wang, Xin
    Liu, Chongxuan
    PROCESSES, 2024, 12 (06)
  • [40] Machine learning-assisted global optimization of photonic devices
    Kudyshev, Zhaxylyk A.
    Kildishev, Alexander, V
    Shalaev, Vladimir M.
    Boltasseva, Alexandra
    NANOPHOTONICS, 2021, 10 (01) : 371 - 383