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Jian Chen

Southwest University of Science and Technology

China

  • Southwest University of Science and Technology

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Machine learning accelerate the design of low cost and high strength Cu-Zn alloys based on the small sample dataset

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Machine learning accelerate the design of low cost and high strength Cu-Zn alloys based on the small sample dataset

Number of pages: 21 Posted: 22 Nov 2025
Jian Chen, Fei Zhou, Shumin Han, Xin Chen, Mingqing Liao, Hongli Wang and Yong Cao
Southwest University of Science and Technology, Southwest University of Science and Technology, affiliation not provided to SSRN, Southwest University of Science and Technology, Jiangsu University of Science and Technology, affiliation not provided to SSRN and Kunming University of Science and Technology
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high-strength copper alloy, small-sample dataset, Microstructure, alloy design

Machine learning accelerate the design of low cost and high strength Cu-Zn alloys based on the small sample dataset

Number of pages: 21 Posted: 23 Dec 2025
Jian Chen, Fei Zhou, Shumin Han, Xin Chen, Mingqing Liao, Hongli Wang and Yong Cao
Southwest University of Science and Technology, Southwest University of Science and Technology, affiliation not provided to SSRN, Southwest University of Science and Technology, Jiangsu University of Science and Technology, affiliation not provided to SSRN and Kunming University of Science and Technology
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high-strength copper alloy, small-sample dataset, Microstructure, Alloy design

2.

Machine learning accelerates the design of high corrosion-resistant ferritic stainless steels

Number of pages: 13 Posted: 17 Jan 2026
Xin Chen, Jian Chen, GuoLin He, JiaWen Jiao, Yi Zhou, Fei Zhou and Bo Dai
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, affiliation not provided to SSRN, Southwest University of Science and Technology and Southwest University of Science and Technology
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Material descriptor, Machine learning, ferritic stainless steel, corrosion resistance mechanism