Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy

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Main Authors: Zhenhao Chen, Zhuangwei Shi, Jianchen Zi, Chenhui Wang, Hai Bi, Yunlong Zhu
Format: Article
Language:English
Published: American Chemical Society 2025-04-01
Series:ACS Omega
Online Access:https://doi.org/10.1021/acsomega.5c00616
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author Zhenhao Chen
Zhuangwei Shi
Jianchen Zi
Chenhui Wang
Hai Bi
Yunlong Zhu
author_facet Zhenhao Chen
Zhuangwei Shi
Jianchen Zi
Chenhui Wang
Hai Bi
Yunlong Zhu
author_sort Zhenhao Chen
collection DOAJ
format Article
id doaj-art-46e9d34f8f5c466aa98765d22ed9ce6f
institution OA Journals
issn 2470-1343
language English
publishDate 2025-04-01
publisher American Chemical Society
record_format Article
series ACS Omega
spelling doaj-art-46e9d34f8f5c466aa98765d22ed9ce6f2025-08-20T02:26:56ZengAmerican Chemical SocietyACS Omega2470-13432025-04-011014143731438110.1021/acsomega.5c00616Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman SpectroscopyZhenhao Chen0Zhuangwei Shi1Jianchen Zi2Chenhui Wang3Hai Bi4Yunlong Zhu5Academy for Engineering and Technology, Fudan University, Shanghai, ChinaXLab, Ji Hua Laboratory, Foshan, Guangdong, ChinaXLab, Ji Hua Laboratory, Foshan, Guangdong, ChinaXLab, Ji Hua Laboratory, Foshan, Guangdong, ChinaXLab, Ji Hua Laboratory, Foshan, Guangdong, ChinaAcademy for Engineering and Technology, Fudan University, Shanghai, Chinahttps://doi.org/10.1021/acsomega.5c00616
spellingShingle Zhenhao Chen
Zhuangwei Shi
Jianchen Zi
Chenhui Wang
Hai Bi
Yunlong Zhu
Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy
ACS Omega
title Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy
title_full Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy
title_fullStr Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy
title_full_unstemmed Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy
title_short Ethanol Concentration Determination in Baijiu by Graph-Regularized PCA and Random Forest-Based Raman Spectroscopy
title_sort ethanol concentration determination in baijiu by graph regularized pca and random forest based raman spectroscopy
url https://doi.org/10.1021/acsomega.5c00616
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AT chenhuiwang ethanolconcentrationdeterminationinbaijiubygraphregularizedpcaandrandomforestbasedramanspectroscopy
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