ZHANG Lu-wen,LIU Yu,XIE Jia-qi,WANG Bi-cheng,BIAN Xi-hui.Near-infrared Spectroscopy Combined with Machine Learning for the Accurate Discrimination of Angelicae Sinensis Radix from Its Similar Herbs[J].Journal of Instrumental Analysis,2026,45(04):673-679.
ZHANG Lu-wen,LIU Yu,XIE Jia-qi,WANG Bi-cheng,BIAN Xi-hui.Near-infrared Spectroscopy Combined with Machine Learning for the Accurate Discrimination of Angelicae Sinensis Radix from Its Similar Herbs[J].Journal of Instrumental Analysis,2026,45(04):673-679. DOI: 10.12452/j.fxcsxb.26012402.
Near-infrared Spectroscopy Combined with Machine Learning for the Accurate Discrimination of Angelicae Sinensis Radix from Its Similar Herbs
Visual Identification of Angelicae Sinensis Radix with Its Adulterants by Ultraviolet-Visible Spectroscopy Combined with Chemometrics
Rapid Identification of Cyperi Rhizoma Decoction Pieces from Different Geographical Origins Based on GC-IMS Combined with Machine Learning
Comparative Analysis of Differential Components in‘Zhangbang’Aconite (Linjiang Slices) Before and After Processing Based on QTOF and QQQ MS/MS
Related Author
Prisca Mpango
LU Zhan-kui
LI Zi-han
BIAN Xi-hui
LU Teng-fei
LIU Qing
DONG Hong-jing
LI Jia
Related Institution
School of Environment Science and Engineering,Tiangong University
USF(Tianjin) Water Technologies and Engineering Co. Ltd.
NMPA Key Laboratory for Technology Research and Evaluation of Drug Products,Shandong University
College of Pharmacy,Shandong University of Traditional Chinese Medicine
Shandong Engineering Research Center for Innovation and Application of General Technology for Separation of Natural Products,Shandong Analysis and Test Center,Qilu University of Technology(Shandong Academy of Sciences)