Real-time concentration prediction in column chromatography purification using NIR optical sensing and evolutionary attention-LSTM modeling

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy 2026

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Authors: Dandan Zhai, Jinfeng Liu, Jingyun Liu, Mingxing Li, Anqi Liu, Yufan Yang, Zhenwei Zhang, Na Liu, Ming Hui, Peng Li
DOI: 10.1016/j.saa.2026.127463
Cited by: 2
References: 41

Fields of Study & Subjects

Spectroscopy and Chemometric Analyses Ginseng Biological Effects and Applications Analytical Chemistry and Chromatography

Publication details

Journal / source
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Publisher
Elsevier BV
Volume
351
Pages
127463–127463
Publication date
9 January 2026
Language
EN