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Wang Liangshi

Shihezi University

China

  • Shihezi University

SCHOLARLY PAPERS

3

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15

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0

Scholarly Papers (3)

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1.

Machine Learning-Accelerated Screening of Axial Functional Group-Decorated Single-Atom Catalysts for Efficient Photocatalytic and Electrocatalytic CO 2 Reduction to HCOOH

Number of pages: 23 Posted: 19 May 2026
Wang Liangshi, Yang Chengwei, Ma Jiaxing, Zhang Hangbo, Shen Yun, Jueming Yang, Hongxia Yan, Zhang Yanwen, Guixian Ge and Renchao Che
Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University and Fudan University
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CO2 electroreduction, CO2 photocatalytic reduction, Density functional theory, machine learning, Axial functional coordination, Constant potential

2.

Machine Learning-Accelerated Screening of Dual-Atom Catalysts for Electrocatalytic CO2 to CO Conversion: Unveiling the Mechanism and Activity Origin

Number of pages: 22 Posted: 14 Jul 2026
Wang Liangshi, Ma Jiaxing, Zhang Hangbo, Yang Chengwei, Jueming Yang, Zhang Yanwen, Guixian Ge and Hongxia Yan
Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University and Shihezi University
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CO2 Electroreduction, Density functional theory, Machine Learning, Dual-atom catalysts, Electronic structure

3.

Axial Coordination-Induced Selective Orbital Coupling Enhances CO2 Electroreduction Activity in Transition Metal-Doped C3N3 Monolayers: a Combined DFT and Interpretable Machine-Learning Method

Number of pages: 21 Posted: 15 Jun 2026
Wang Liangshi, Ma Jiaxing, Shen Yun, Yang Chengwei, Jueming Yang, Hongxia Yan, Zhang Yanwen, Guixian Ge and Long Zhou
Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University, Shihezi University and Shihezi University
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CO2RR, Axial coordination, Track coupling, Interpretable Machine-Learning