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Updated: Jan 7, 2026

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression
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O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression

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一种主要组件分析集成的机器学习方法,用于预测分子化合物的气相VUV/UV吸收光谱

Matine Ghasemloo1, Victoria C P Chen1, Jay Rosenberger1

  • 1Department of Industrial, Manufacturing, and Systems Engineering, The University of Texas at Arlington, Arlington, Texas 76019, United States.

Journal of chemical information and modeling
|December 27, 2025
PubMed
概括

这项研究通过将主要组件分析 (PCA) 与随机森林 (RF) 建模相结合,增强了用于预测VUV/UV吸收光谱的机器学习,提高了准确性和效率.

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