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Peidong Liu

Harbin Institute of Technology

92 West Dazhi Street

Nan Gang District

Harbin, 150001

China

  • Harbin Institute of Technology

SCHOLARLY PAPERS

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Scholarly Papers (1)

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A Local Evolution Decoupling Paradigm for Neural Network Constitutive Models of History-Dependent Materials: Theory, Architecture, and Applications to SMPs

Number of pages: 22 Posted: 17 Apr 2026
Chen Wang, Fengfeng Li, Dou Zhang, Hanxing Zhao, Xianyi Li, Yinhang Wang, Peidong Liu, Yanju Liu and Jinsong Leng
Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology and Harbin Institute of Technology
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Abstract:

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history-dependent materials, neural network, constitutive modeling, shape memory polymers.