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Xiaonan Liang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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129

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0

Scholarly Papers (3)

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1.

Automated Machine Learning Guides Discovery of Abo3-Type Oxides for Effective Water Splitting Photocatalysis

Number of pages: 36 Posted: 01 Jan 2025
Guo-Xiang Chen, Ling Zhang, Zelin Wang, Xiaonan Liang, Qi Zhang and Shuai Liu
Xi'an Shiyou University, Xi'an Shiyou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Xi'an Shiyou University and affiliation not provided to SSRN
Downloads 51 (1,086,013)

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Perovskite oxides, Photocatalyst, Machine learning, Materials discovery, Density Functional Theory

2.

Machine Learning and Whale Optimization Algorithm for Enhanced Hydrogen Storage Alloy Design

Number of pages: 26 Posted: 11 Jul 2025
Xiaonan Liang, Shuai Liu, Huijun Zhang, Yike Liu, Yuhao Yan, Jie Qiu and Chenyan Fan
affiliation not provided to SSRN, affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU) - State Key Laboratory for Mechanical Behavior of Materials, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 40 (1,196,171)

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Hydrogen storage alloys, Machine learning, Whale optimization algorithm, First principle calculation

3.

Investigations on Symbol Regression for Improving the Prediction Accuracy of Gas-Metal Adsorption Energies in Machine Learning

Number of pages: 14 Posted: 04 Jun 2024
Shuai Liu, Zelin Wang, Ling Zhang, Guo-Xiang Chen, Hangfan Yang, Xiaonan Liang and Jie Qiu
affiliation not provided to SSRN, affiliation not provided to SSRN, Xi'an Shiyou University, Xi'an Shiyou University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,209,354)

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adsorption energy, machine learning, catalytic reactions, crystal plane