Chinese Journal of Lasers, Volume. 46, Issue 7, 0701001(2019)

Semiconductor Laser Parameter Inverse Design Method Based on Artificial Neural Network and Particle Swarm Optimization

Pei Feng and Yu Li*
Author Affiliations
  • School of Information Science and Engineering, Shandong University, Qingdao, Shandong 266237, China
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    References(16)

    [2] Peurifoy J, Shen Y C, Jing L et al. 4(6): eaar4206[J]. inverse design using artificial neural networks. Science Advances(2018).

    [4] Hanakata P Z, Cubuk E D, Campbell D K et al. Accelerated search and design of stretchable graphene kirigami using machine learning[J]. Physical Review Letters, 121, 255304(2018).

    [14] Hagan M T, Martin T. Hagan, Demuth H B, Howard B. Demuth, Beale M, Mark Beale[M]. 神经网络设计, 231, 248-250.

          et al[M]. Neural network design, 231, 248-250.

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    Pei Feng, Yu Li. Semiconductor Laser Parameter Inverse Design Method Based on Artificial Neural Network and Particle Swarm Optimization[J]. Chinese Journal of Lasers, 2019, 46(7): 0701001

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    Paper Information

    Category: laser devices and laser physics

    Received: Dec. 25, 2018

    Accepted: Mar. 11, 2019

    Published Online: Jul. 11, 2019

    The Author Email: Li Yu (li.yu@sdu.edu.cn)

    DOI:10.3788/CJL201946.0701001

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