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Lijun Liang

Hangzhou Dianzi University

China

  • Hangzhou Dianzi University

SCHOLARLY PAPERS

5

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152

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Charge Govern Ion-Selective Mechanism of Yx2 Desalination Pore Using High-Throughput Computations And Machine Learning

Number of pages: 21 Posted: 16 Jan 2024
Lijun Liang, Jiachen Li, Tianyu Li, Zhe Kong, Yiran Peng, Lijun Liang and Jia-Wei Shen
Hangzhou Dianzi University, Zhejiang University - Department of Chemistry, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University and Hangzhou Normal University
Downloads 58 (989,921)

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High-throughput computation, Machine Learning, desalination membrane, nanopore

2.

The Decontaminant Mechanism of Polyamide Membranes for Sulfamethoxazole: The Insights from Combined Machine Learning and Molecular Modelling

Number of pages: 27 Posted: 22 Nov 2024
Zihang Zhao, Dan Lu, Ming Wu, Chengyi Lan, Yuhuan Qin, Zhe Kong, Lin Zhang and Lijun Liang
Hangzhou Dianzi University, Zhejiang University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Zhejiang University and Hangzhou Dianzi University
Downloads 42 (1,157,785)

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Sulfamethoxazole, machine learning, molecular dynamics, water treatment

3.

Machine Learning Reveals Key Factors Governing Ro Membrane Performance Degradation Under Chlorination Exposure

Number of pages: 25 Posted: 02 Jun 2025
Jingrun Xing, Zihang Zhao, Qianzhi Sun, Yifang Geng, Hongya Jiang, Mi Huang, Zhikan Yao, Lijun Liang, Danjun Zheng and Lin Zhang
Zhejiang University, Hangzhou Dianzi University, Hebei University of Technology, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Hangzhou Dianzi University, Zhejiang University and Zhejiang University
Downloads 30 (1,318,317)

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Machine Learning, polyamide, Reverse Osmosis, Chlorine resistance, O/N, chlorination pH

4.

Elucidating the evolving mechanisms of PFAS rejection by polyamide membranes under dynamic streams: An adaptive machine learning approach

Number of pages: 38 Posted: 25 May 2026
Jiayuan Xu, Zihang Zhao, Zhiguo Zhao, Xin Li, Lijun Liang and Chuan Gu
Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, affiliation not provided to SSRN, Hangzhou Dianzi University and affiliation not provided to SSRN
Downloads 12 (1,526,714)

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Dynamic data stream machine learning, Concept drift, Polyamide membranes, Per- and polyfluoroalkyl substances (PFAS)

5.

Theoretical Investigation on Desalination Performance Investigation of Funcationalized Ab-Cof Membranes

Number of pages: 24 Posted: 17 Jun 2025
Ming Wu, Zihang Zhao, Chengyi Lan, Lei Ye, Sirun Xie, Disheng Yang, Yikai Fu and Lijun Liang
Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University and Hangzhou Dianzi University
Downloads 10 (1,541,665)

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Desalination, hydrogen bond, molecular dynamics simulation, COF membrane