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Deep learning-based Raman spectroscopy qualitative analysis algorithm: A convolutional neural network and transformer approach

Zilong Wang, Yunfeng Li, Jinglei Zhai, Siwei Yang, Biao Sun, Pei Liang

2024Talanta43 citationsDOI

Topics & Concepts

Raman spectroscopyInterpretabilityArtificial intelligenceConvolutional neural networkRobustness (evolution)Artificial neural networkChemistryDeep learningPattern recognition (psychology)Biological systemAnalytical Chemistry (journal)Computer sciencePhysicsOpticsBiologyBiochemistryGeneChromatographySpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesSpectroscopy Techniques in Biomedical and Chemical Research
Deep learning-based Raman spectroscopy qualitative analysis algorithm: A convolutional neural network and transformer approach | Litcius