Photonics Research, Volume. 9, Issue 3, B45(2021)

Monte Carlo simulation fused with target distribution modeling via deep reinforcement learning for automatic high-efficiency photon distribution estimation

Jianhui Ma1, Zun Piao1, Shuang Huang1, Xiaoman Duan1, Genggeng Qin1, Linghong Zhou1,2、*, and Yuan Xu1,3、*
Author Affiliations
  • 1School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China
  • 2e-mail: smart@smu.edu.cn
  • 3e-mail: yuanxu@smu.edu.cn
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    Jianhui Ma, Zun Piao, Shuang Huang, Xiaoman Duan, Genggeng Qin, Linghong Zhou, Yuan Xu. Monte Carlo simulation fused with target distribution modeling via deep reinforcement learning for automatic high-efficiency photon distribution estimation[J]. Photonics Research, 2021, 9(3): B45

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    Paper Information

    Special Issue: DEEP LEARNING IN PHOTONICS

    Received: Oct. 26, 2020

    Accepted: Dec. 21, 2020

    Published Online: Feb. 24, 2021

    The Author Email: Linghong Zhou (smart@smu.edu.cn), Yuan Xu (yuanxu@smu.edu.cn)

    DOI:10.1364/PRJ.413486

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