Infrared and Laser Engineering, Volume. 53, Issue 9, 20240231(2024)
Study of fast calculation method of far-field radius for laser propagation through turbulent atmosphere
[1] [1] SU Yi, WAN Min. High Energy Laser System[M]. Beijing : National Defense Industry Press, 2004. (in Chinese)
[5] [5] RAO R Z. Modern Atmospheric Optics[M]. Beijing: Science Press, 2012. (in Chinese)
[7] [7] BARTELL R J, PERRAM G P, FIINO S T, et al. Methodology f comparing wldwide perfmance of diverse weightconstrained high energy laser systems[C]Proceedings of SPIE, 2005, 5792: 7687.
[14] Qi GUAN, Taijiao DU, Zhihua CHEN et al. Estimation of far-field parameters of truncated gauss beams. Modern Applied Physics, 13, 30301-30301(2022).
[16] Kun LENG, Yuntao YANG, Zhe TAN et al. Evaluation method of laser atmospheric propagation efficiency based on support vector machine. Chinese Journal of Quantum Electronics, 37, 547-555(2020).
[17] [17] LI H. Machine Learning Method[M]. Beijing: Tsinghua University Press, 2022: 1445. (in Chinese)
[18] [18] Zhou Z H. Machine Learning[M]. Beijing: Tsinghua University Press, 2016. (in Chinese)
[19] [19] QI M. LightGBM: A highly efficient gradient boosting decision tree[C]31st Conference on Neural Infmation Processing Systems (NeurIPS 2017), 2017: 3149–3157.
[20] [20] ZHANG A, LIPTON A C, LI M, et al. Dive Into Deep Learning[M]. Beijing: Posts & Telecom Press, 2023: 391432. (in Chinese)
[22] [22] YURY Gishniy, IVAN Rubachev, et al. Revisiting deep learning models f tabular data[C]35th Conference on Neural Infmation Processing Systems (NeurIPS 2021), 2021: 1893218943.
[23] [23] AKIBA T, SANO S, YANASE T, et al. Optuna: A nextgeneration hyperparameter optimization framewk[C]Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019: 2623–2631.
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Xun CUI, Xiaowei CHEN, Xianmei QIAN, Wenyue ZHU, Pengfei WU, Lingyun MIN, Ruizhong RAO. Study of fast calculation method of far-field radius for laser propagation through turbulent atmosphere[J]. Infrared and Laser Engineering, 2024, 53(9): 20240231
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Received: May. 28, 2024
Accepted: Jul. 31, 2024
Published Online: Oct. 22, 2024
The Author Email: CHEN Xiaowei (cxw@aiofm.ac.cn)