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Tengshuang Ma

Zhejiang University of Science and Technology

310023

China

  • Zhejiang University of Science and Technology

SCHOLARLY PAPERS

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Scholarly Papers (1)

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A robust framework integrating random standard deviation sampling with machine learning for volatile fatty acids prediction in Fe3O4-mediated high-load anaerobic fermentation

Number of pages: 31 Posted: 11 May 2026
Lanting Wang, Tengshuang Ma, Ling Deng, Likun Xu, Tian Yuan, Xuan Gao and Jing Fang
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Tsukuba, Zhejiang University of Science and Technology and Zhejiang University of Science and Technology
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Abstract:

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Anaerobic acidification, VFAs, XGBoost, RSDS, Feature selection