Spectroscopy and Spectral Analysis, Volume. 45, Issue 4, 1022(2025)

Improving LIBS Quantification by Combining Domain Factors and Multilayer Perceptron Method

CUI Jia-cheng1, SONG Wei-ran1, YAO Wei-li2, JI Jian-xun1, HOU Zong-yu1,3, and WANG Zhe1,3、*
Author Affiliations
  • 1Department of Energy and Power Engineering, Tsinghua University
  • 2China National Coal Group Corporation, Beijing 100120, China
  • 3State Key Lab of Power Systems
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    References(16)

    [1] [1] Brech F, Cross I. Appl. Spectros., 1962, 16: 59.

    [2] [2] Guo L B, Zhang D, Sun L X, et al. Frontiers of Physics, 2021, 16(2): 22500.

    [3] [3] Wang Z, Afgan M S, Gu W, et al. TrAC Trends in Analytical Chemistry, 2021, 143: 116385.

    [4] [4] Zhang D, Zhang H, Zhao Y, et al. Applied Spectroscopy Reviews, 2022, 57(2): 89.

    [5] [5] Cisewski J, Snyder E, Hannig J, et al. Journal of Chemometrics, 2012, 26(5): 143.

    [6] [6] Ding Y, Yan F, Yang G, et al. Analytical Methods, 2018, 10(9): 1074.

    [7] [7] Sun C, Tian Y, Gao L, et al. Scientific Reports, 2019, 9: 11363.

    [8] [8] Li L N, Liu X F, Xu W M, et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 2020, 169: 105850.

    [9] [9] DAndrea E, Pagnotta S, Grifoni E, et al. Applied Physics B: Lasers and Optics, 2015, 118(3): 353.

    [10] [10] Song W, Afgan M S, Yun Y H, et al. Expert Systems with Applications, 2022, 205: 117756.

    [11] [11] Wang Z, Feng J, Li L, et al. Journal of Analytical Atomic Spectrometry, 2011, 26(11): 2289.

    [12] [12] Song W, Hou Z, Gu W, et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 2022, 195: 106490.

    [13] [13] Dong M, Wei L, Lu J, et al. Journal of Analytical Atomic Spectrometry, 2019, 34(3): 480.

    [14] [14] Yang P, Li X, Nie Z. Optics Express, 2021, 29(13): 20687.

    [15] [15] Yue Z, Sun C, Chen F, et al. Biomedical Optics Express, 2021, 12(5): 2559.

    [16] [16] Zhang X, Zhang F, Kung H T, et al. International Journal of Environmental Research and Public Health, 2018, 15(11): 2390.

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    CUI Jia-cheng, SONG Wei-ran, YAO Wei-li, JI Jian-xun, HOU Zong-yu, WANG Zhe. Improving LIBS Quantification by Combining Domain Factors and Multilayer Perceptron Method[J]. Spectroscopy and Spectral Analysis, 2025, 45(4): 1022

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    Paper Information

    Received: Mar. 2, 2023

    Accepted: Apr. 24, 2025

    Published Online: Apr. 24, 2025

    The Author Email: WANG Zhe (zhewang@tsinghua.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2025)04-1022-06

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