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A review on data-driven constitutive laws for solids

A review on data-driven constitutive laws for solids

6 May 2024
J. Fuhg
G. A. Padmanabha
N. Bouklas
B. Bahmani
WaiChing Sun
Nikolaos N. Vlassis
Moritz Flaschel
P. Carrara
L. Lorenzis
    AI4CE
    AILaw
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Papers citing "A review on data-driven constitutive laws for solids"

3 / 3 papers shown
Title
Monotone Peridynamic Neural Operator for Nonlinear Material Modeling with Conditionally Unique Solutions
Monotone Peridynamic Neural Operator for Nonlinear Material Modeling with Conditionally Unique Solutions
Jihong Wang
Xiaochuan Tian
Zhongqiang Zhang
Stewart Silling
S. Jafarzadeh
Yue Yu
39
0
0
02 May 2025
A general physics-constrained method for the modelling of equation's closure terms with sparse data
A general physics-constrained method for the modelling of equation's closure terms with sparse data
Tian Chen
Shengping Liu
Li Liu
Heng Yong
PINN
AI4CE
41
0
0
30 Apr 2025
Learning Memory and Material Dependent Constitutive Laws
Learning Memory and Material Dependent Constitutive Laws
K. Bhattacharya
Lianghao Cao
George Stepaniants
Andrew M. Stuart
Margaret Trautner
61
1
0
08 Feb 2025
1