Laser & Optoelectronics Progress, Volume. 58, Issue 6, 629001(2021)

Prediction of Extinction Coefficient of Ellipsoid Particle Group Based on Machine Learning

Zhang Xiaohao1,2, Chen Gongye1,2, Li Haomiao1,2, Peng Haochen1,2, and Cao Zhaolou1,2、*
Author Affiliations
  • 1School of Physics and Optoelectronic Engineering, Nanjing University of Information Science and Technology, Nanjing, Jiangsu 210044, China
  • 2Jiangsu Key Laboratory for Optoelectronic Detection of Atmosphere and Ocean, Nanjing University of Information Science and Technology, Nanjing, Jiangsu 210044, China
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    References(21)

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    [8] Li M Z, Wilkinson D. Particle size distribution determination from spectral extinction using evolutionary programming[J]. Chemical Engineering Science, 56, 3045-3052(2001).

    [9] He Z Z, Qi H, Yao Y C et al. Inverse estimation of the particle size distribution using the fruit fly optimization algorithm[J]. Applied Thermal Engineering, 88, 306-314(2015).

    [10] Sun X G, Tang H, Dai J M. Retrieval of particle size distribution in the dependent model using the moment method[J]. Optics Express, 15, 11507-11516(2007).

    [17] Fournier G R. Evans B T N. Approximation to extinction efficiency for randomly oriented spheroids[J]. Applied Optics, 30, 2042-2048(1991).

    [18] Sun X G, Tang H, Yuan G B. Anomalous diffraction approximation method for retrieval of spherical and spheroidal particle size distributions in total light scattering[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 109, 89-106(2008).

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    Zhang Xiaohao, Chen Gongye, Li Haomiao, Peng Haochen, Cao Zhaolou. Prediction of Extinction Coefficient of Ellipsoid Particle Group Based on Machine Learning[J]. Laser & Optoelectronics Progress, 2021, 58(6): 629001

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    Paper Information

    Category: Scattering

    Received: Jun. 8, 2020

    Accepted: --

    Published Online: Mar. 6, 2021

    The Author Email: Zhaolou Cao (zhaolou.cao@gmail.com)

    DOI:10.3788/LOP202158.0629001

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