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Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling

Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling

H. Holthusen
T. Brepols
K. Linka
Ellen Kuhl
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Papers citing "Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling"

5 / 5 papers shown
Title
Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks
Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks
Birte Boes
Jaan-Willem Simon
H. Holthusen
AI4CE
69
6
0
27 Jul 2024
Theory and implementation of inelastic Constitutive Artificial Neural Networks
Theory and implementation of inelastic Constitutive Artificial Neural Networks
H. Holthusen
L. Lamm
T. Brepols
Stefanie Reese
Ellen Kuhl
AI4CE
86
31
0
10 Nov 2023
On sparse regression, Lp-regularization, and automated model discovery
On sparse regression, Lp-regularization, and automated model discovery
Jeremy A. McCulloch
Skyler R. St. Pierre
K. Linka
E. Kuhl
50
31
0
09 Oct 2023
Viscoelastic Constitutive Artificial Neural Networks (vCANNs) $-$ a framework for data-driven anisotropic nonlinear finite viscoelasticity
Viscoelastic Constitutive Artificial Neural Networks (vCANNs) −- a framework for data-driven anisotropic nonlinear finite viscoelasticity
Kian P. Abdolazizi
K. Linka
C. Cyron
48
34
0
21 Mar 2023
A new family of Constitutive Artificial Neural Networks towards automated model discovery
A new family of Constitutive Artificial Neural Networks towards automated model discovery
K. Linka
E. Kuhl
AI4CE
73
164
0
15 Sep 2022