Picture for Kevin Linka

Kevin Linka

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

Add code
Oct 17, 2024
Figure 1 for Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling
Figure 2 for Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling
Figure 3 for Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling
Figure 4 for Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling
Viaarxiv icon

On sparse regression, Lp-regularization, and automated model discovery

Add code
Oct 09, 2023
Viaarxiv icon

Viscoelastic Constitutive Artificial Neural Networks (vCANNs) $-$ a framework for data-driven anisotropic nonlinear finite viscoelasticity

Add code
Mar 21, 2023
Viaarxiv icon

Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems

Add code
May 12, 2022
Figure 1 for Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
Figure 2 for Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
Figure 3 for Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
Figure 4 for Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
Viaarxiv icon