研究目的
To review the M + N theory and its strategies for improving the accuracy of spectrochemical composition analysis of complex liquids by addressing multi-factor-induced errors.
研究成果
The M + N theory provides a systematic framework for improving spectral analysis accuracy by categorizing factors and summarizing strategies. Future research should focus on better suppressing nj factor influences, utilizing ni factors to minimize errors, and evaluating effective spectral information to eliminate redundancy in multi-mode measurements.
研究不足
The review highlights limitations such as the high cost of precise instrument control, predictability constraints of compensation methods, challenges in achieving high-precision quantitative analysis by suppressing factors alone, and issues with redundant spectral information leading to overfitting in multi-mode measurements.