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Jingyu Lin

South China Normal University

SCHOLARLY PAPERS

2

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54

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Interpretable Machine Learning for Coagulant Dosage Optimization in Drinking Water Treatment Plants: A Comparative Study of Distinct Process Configurations

Number of pages: 37 Posted: 16 Jan 2026
Peng Wang, Xiaoxu Zheng, Shengjun Xu, Cancan Jiang, Xin Huang, Guangyu An, Jingyu Lin, Yawen Xie, Baoyou Shi and Xuliang Zhuang
affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS), affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), South China Normal University, Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS) and Chinese Academy of Sciences (CAS)
Downloads 34 (1,277,121)

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Coagulant dosage optimization, Different water treatment processes, Bayesian-Optimized XGBoost, Nonlinear relationships

2.

A Novel Time-Aware Attention-Enhanced Transformer to Prediction Harmful Algal Bloom’s occurrence

Number of pages: 25 Posted: 13 Mar 2026
Liye Song, Zhihui Bai, Jingyu Lin, Zhongyong Wang, Qi Wang, Xiaoqing Fu, Yi He, Cancan Jiang, Xiaoxu Zheng and Shengjun Xu
Zhengzhou University, affiliation not provided to SSRN, South China Normal University, Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), affiliation not provided to SSRN and Chinese Academy of Sciences (CAS)
Downloads 20 (1,470,786)

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Harmful Algal Blooms, HRED-TIDE, Time Series simulation, attention mechanism, Transformer