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Zhiheng Ji

Hebei Normal University

No.20 Nanerhuandong Road, Shijiazhuang 050024

Shijiazhuang, 050024

China

  • Hebei Normal University

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Scholarly Papers (1)

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Physically Interpretable Machine Learning Unveils a Universal Descriptor for High-Throughput Design of Single-Atom CO2 Reduction Catalysts

Number of pages: 26 Posted: 09 Dec 2025
Zhiheng Ji, Anjie Chen, Jinxin Sun, Peng Zhou, Jiarui Wang, Xiao jing Yao, Li Shi and Xiuyun Zhang
Hebei Normal University, Yangzhou University, Yangzhou University, Yangzhou University, Yangzhou University, Hebei Normal University, Nanjing University of Posts and Telecommunications and Yangzhou University
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Abstract:

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Single-atom catalysts (SACs), High-throughput screening, Machine learning (ML), Electronic descriptor, CO2 reduction reaction (CO2RR)