Ziyuan Liu

5PUBLICATIONS
5CO-AUTHORS
Natural language processingCheminformatics and quantitative structure-activity relationshipsPerformance artMineralogy and crystallographySpecial needs dentistry
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Publications (5)

|Jun 12, 2026
Non-Targeted Hyperspectral Imaging Screening of Adulterants and Congeneric Species in Fritillaria Using a Deep Spectral Autoencoder.

|Oct 29, 2025
Exploring the Hyperspectral Response of Quercetin in Anoectochilus roxburghii (Wall.) Lindl. Using Standard Fingerprints and Band-Specific Feature Analysis.

Ziyuan Liu, Haoyuan Ding, Sijia Zhao

|Apr 26, 2025
Small-Sample Authenticity Identification and Variety Classification of Anoectochilus roxburghii (Wall.) Lindl. Using Hyperspectral Imaging and Machine Learning.

Yiqing Xu, Haoyuan Ding, Tingsong Zhang

|Jul 27, 2024
Fusion of Laser-Induced Breakdown Spectroscopy and Raman Spectroscopy for Mineral Identification Based on Machine Learning.

Yujia Dai, Ziyuan Liu, Shangyong Zhao

|Jun 19, 2024
Identification of Dendrobium Using Laser-Induced Breakdown Spectroscopy in Combination with a Multivariate Algorithm Model.

Tingsong Zhang, Ziyuan Liu, Qing Ma

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Frequent Collaborators

4 joint publications

Yujia Dai

1 joint publications

Dong Hu

1 joint publications

Zhu Zhou

1 joint publications

Shangyong Zhao