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Laser & Optoelectronics Progress, Volume. 59, Issue 21, 2114002(2022)

Prediction of Cladding Layer Morphology Based on BP Neural Network Optimized by Regression Analysis and Genetic Algorithm

Sirui Yang1, Haiqing Bai1,2、*, Jun Bao1, Li Ren1, and Chaofan Li1
Author Affiliations
  • 1School of Mechanical Engineering, Shaanxi University of Technology, Hanzhong 723001, Shaanxi, China
  • 2Shaanxi Key Laboratory of Industrial Automation, Hanzhong 723001, Shaanxi, China
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    Article index updated: Sep. 8, 2025

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    Sirui Yang, Haiqing Bai, Jun Bao, Li Ren, Chaofan Li. Prediction of Cladding Layer Morphology Based on BP Neural Network Optimized by Regression Analysis and Genetic Algorithm[J]. Laser & Optoelectronics Progress, 2022, 59(21): 2114002

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    Paper Information

    Category: Lasers and Laser Optics

    Received: Oct. 12, 2021

    Accepted: Nov. 5, 2021

    Published Online: Oct. 24, 2022

    The Author Email: Haiqing Bai (bretmail@snut.edu.cn)

    DOI:10.3788/LOP202259.2114002

    Topics

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