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Jiachen Zhang

Northwestern Polytechnical University

Xian, 710072

China

  • Northwestern Polytechnical University

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Scholarly Papers (1)

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A Data-Efficient Mesh-Graph Learned Simulator for Rapid Formability Assessment of Textile Composites

Number of pages: 30 Posted: 21 Feb 2026
Junjie Rong, Ruoyi Bai, Jiachen Zhang, Jinyou Xiao, Wushuang He, Lihua Wen and Xiao Hou
Northwestern Polytechnic University (NPU), Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University and Beijing Institute of Technology
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Abstract:

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Composite forming, Graph neural network, Fabrics/textiles, Computational modeling