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Machine learning-assisted data-driven optimization and understanding of the multiple stage process for extraction of polysaccharides and secondary metabolites from natural products

Authors :
Jiamu Ma
Jianling Yao
Xueyang Ren
Ying Dong
Ruolan Song
Xiangjian Zhong
Yuan Zheng
Dongjie Shan
Fang Lv
Xianxian Li
Qingyue Deng
Yingyu He
Ruijuan Yuan
Gaimei She
Source :
Green Chemistry. 25:3057-3068
Publication Year :
2023
Publisher :
Royal Society of Chemistry (RSC), 2023.

Abstract

A machine learning strategy mainly consist of radial basis function neural network and genetic algorithm for predicting and understanding multi-objective extraction process.

Subjects

Subjects :
Environmental Chemistry
Pollution

Details

ISSN :
14639270 and 14639262
Volume :
25
Database :
OpenAIRE
Journal :
Green Chemistry
Accession number :
edsair.doi...........e1ceafb7d76bcddcc9dfed6a81bffc9e
Full Text :
https://doi.org/10.1039/d2gc04574e