Abstract:Collinear double-pulse laser-induced breakdown spectroscopy has been developed to enhance the emission signal of coal plasma. The influence of the energy ratio and the inter-pulse delay time on the intensity...
“…6,7 LIBS has been applied in the eld of coal analysis due to these advantages. [8][9][10][11][12][13][14] However, LIBS typically requires collecting calibration spectra with known content and building a quantitative model to predict the content of unknown coal samples. The experimental parameters and the properties of the coal might change aer the quantitative model has been established.…”
The accuracy of LIBS was limited when lacking training data. The hybrid transfer learning LIBS (HTr-LIBS) method was proposed to improve the accuracy of coal analysis with small training sets by combining fine-tuning and sample reweighting.
“…6,7 LIBS has been applied in the eld of coal analysis due to these advantages. [8][9][10][11][12][13][14] However, LIBS typically requires collecting calibration spectra with known content and building a quantitative model to predict the content of unknown coal samples. The experimental parameters and the properties of the coal might change aer the quantitative model has been established.…”
The accuracy of LIBS was limited when lacking training data. The hybrid transfer learning LIBS (HTr-LIBS) method was proposed to improve the accuracy of coal analysis with small training sets by combining fine-tuning and sample reweighting.
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