default author photo

Dou Zhang

Harbin Institute of Technology

92 West Dazhi Street

Nan Gang District

Harbin, 150001

China

SCHOLARLY PAPERS

2

DOWNLOADS

22

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

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
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
Downloads 15 (1,518,554)

Abstract:

Loading...

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

2.

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

Number of pages: 35 Posted: 25 Jun 2026
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
Downloads 7

Abstract:

Loading...

History-dependent materials, Neural Network, Constitutive modeling, Shape memory polymers