Picture for Hagen Holthusen

Hagen Holthusen

A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains

Add code
Feb 19, 2025
Viaarxiv icon

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

Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks

Add code
Jul 27, 2024
Viaarxiv icon

Theory and implementation of inelastic Constitutive Artificial Neural Networks

Add code
Nov 10, 2023
Viaarxiv icon