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Guanhua Sun

City University of Hong Kong (CityU)

SCHOLARLY PAPERS

2

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52

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Scholarly Papers (2)

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1.

Accurate mechanical property prediction by combining unsupervised learning and multimodal Deep Neural Network

Number of pages: 20 Posted: 10 Nov 2025
Sijia Liu, Chao Yang, Bo Peng, Guanhua Sun, Hao Tian, Qingzhou Tao, Tianhao Li, Mingwei Li and Ye Wei
affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - School of Materials Science and Engineering, Tsinghua University, City University of Hong Kong (CityU), City University of Hong Kong (CityU), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and City University of Hong Kong (CityU)
Downloads 35 (1,263,436)

Abstract:

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Ductile cast iron, neural network, Elongation, deep learning

2.

Multi-modal mechanical property prediction of recycled metallic materials with stacking machine learning

Number of pages: 23 Posted: 11 Feb 2026
Qingzhou Tao, Guanhua Sun, Chao Yang, Hao Tian, Wenjie Du, Bo Peng, Sijia Liu, Da Shu and Ye Wei
affiliation not provided to SSRN, City University of Hong Kong (CityU), Shanghai Jiao Tong University (SJTU) - School of Materials Science and Engineering, City University of Hong Kong (CityU), affiliation not provided to SSRN, Tsinghua University, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) - Shanghai Key Laboratory of Advanced High-Temperature Materials and Precision Forming and City University of Hong Kong (CityU)
Downloads 17 (1,526,714)

Abstract:

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Multimodal Machine Learning, Recycled Metallic Materials, mechanical properties, SHAP Value Analysis.