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2105.04554
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Local approximate Gaussian process regression for data-driven constitutive laws: Development and comparison with neural networks
7 May 2021
J. Fuhg
M. Marino
N. Bouklas
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Papers citing
"Local approximate Gaussian process regression for data-driven constitutive laws: Development and comparison with neural networks"
3 / 3 papers shown
Title
NN-EUCLID: deep-learning hyperelasticity without stress data
Prakash Thakolkaran
Akshay Joshi
Yiwen Zheng
Moritz Flaschel
L. Lorenzis
Siddhant Kumar
10
98
0
04 May 2022
The mixed deep energy method for resolving concentration features in finite strain hyperelasticity
J. Fuhg
N. Bouklas
PINN
AI4CE
11
90
0
15 Apr 2021
Local Gaussian process approximation for large computer experiments
R. Gramacy
D. Apley
98
391
0
02 Mar 2013
1