Real-time concentration prediction in column chromatography purification using NIR optical sensing and evolutionary attention-LSTM modeling.
- DOI
- 10.1016/j.saa.2026.127463
- Published
- 2026 Apr 15
- Container
- Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
- Publisher
- Not recorded
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1016/j.saa.2026.127463,
title = {Real-time concentration prediction in column chromatography purification using NIR optical sensing and evolutionary attention-LSTM modeling.},
author = {Zhai D and Liu J and Liu J and Li M and Liu A and Yang Y and Zhang Z and Liu N and Hui M and Li P},
year = {2026},
journal = {Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy},
doi = {10.1016/j.saa.2026.127463},
url = {https://doi.org/10.1016/j.saa.2026.127463}
}RIS
TY - JOUR TI - Real-time concentration prediction in column chromatography purification using NIR optical sensing and evolutionary attention-LSTM modeling. AU - Zhai D AU - Liu J AU - Liu J AU - Li M AU - Liu A AU - Yang Y AU - Zhang Z AU - Liu N AU - Hui M AU - Li P PY - 2026 JO - Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy DO - 10.1016/j.saa.2026.127463 UR - https://doi.org/10.1016/j.saa.2026.127463 ER -
APA
D, Z., J, L., J, L., M, L., A, L., Y, Y., Z, Z., N, L., M, H., & P, L. (2026). 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. https://doi.org/10.1016/j.saa.2026.127463
Source records
- pubmed · retrieved 2026-09-25T04:38:58.325Z