[1] Yang Y W, Zhang L L, Hao X J et al. Classification of iron ore based on machine learning and laser induced breakdown spectroscopy[J]. Infrared and Laser Engineering, 50, 20200490(2021).

[2] Sun Y C, Liu Y L, Huang X H et al. ldentification method of steel scrap by laser induced breakdown spectroscopy combined with XGBSFS[J]. Spectroscopy and Spectral Analysis, 43, 442-448(2023).

[3] Chen Q, Tang B, Miao J F et al. Water sample classification and fluorescence component identification based on fluorescence spectrum[J]. Acta Optica Sinica, 43, 0630001(2023).

[4] Zhao Y, He M Y, Wang B L et al. Classification of mycoplasma pneumoniae strains based on one-dimensional convolutional neural network and Raman spectroscopy[J]. Spectroscopy and Spectral Analysis, 42, 1439-1444(2022).

[5] Tian Q L, Guo B J, Ye F W et al. Mineral spectra classification based on one-dimensional dilated convolutional neural network[J]. Spectroscopy and Spectral Analysis, 42, 873-877(2022).

[6] Zhou J J, Li M G, Zhang T L et al. Quantitative analysis of sc in rare-earth ores via laser-induced breakdown spectroscopy combined with random forest[J]. Chinese Journal of Lasers, 51, 0211001(2024).

[7] Zhong Q X, Zhao T Z, Li X et al. Standardized cross-validation and its optimization for multi-element LIBS analysis[J]. Spectroscopy and Spectral Analysis, 40, 622-627(2020).

[8] Li C Y, Liu J K, Jiang H et al. Study on physical evidence testing method of mask based on Raman spectroscopy[J]. Applied Laser, 42, 120-128(2022).

[9] Cai Y C, Bu Y, Wang Y H et al. Effect of spatial confinement on plasma evolution and spectrum in laser-induced breakdown spectroscopy[J]. Acta Optica Sinica, 43, 0730001(2023).

[10] Li Y, Lan M W, Zhao G Q et al. Study on prediction model of utility boiler efficiency based on PCA-PSO-LSSVM[J]. Thermal Power Generation, 50, 43-50(2021).

[11] Yang W Q, Li Z Q, Li F S et al. A combined CARS and 1D-CNN method for the analysis of heavy metals exceedances in soil by XRF spectroscopy[J]. Spectroscopy and Spectral Analysis, 44, 670-674(2024).

[12] Pu S S, Zheng E R, Chen B. Research on A classification algorithm of near-infrared spectroscopy based on 1D-CNN[J]. Spectroscopy and Spectral Analysis, 43, 2446-2451(2023).

[13] Hou Z H, Guo L B, Wang W L et al. Research progress on laser-induced breakdown spectroscopy in biomedicine[J]. Laser & Optoelectronics Progress, 60, 2400004(2023).