Computational Applied Mechanics

New publication

15.01.2026|14:32 Uhr

Birte Boes publishes paper "Accounting for plasticity: An extension of inelastic constitutive artificial neural networks"

We are happy to share that our latest paper, "Accounting for plasticity: An extension of inelastic constitutive artificial neural networks", has just been published in the European Journal of Mechanics / A Solids.

 

In this work, we extend the framework of inelastic constitutive artificial neural networks (iCANNs) by incorporating plasticity and underline the models capacity by prediciting both linear and nonlinear kinematic hardening behavior based on experimental and artificially generated datasets.

 

We would like to sincerely thank our co-author Hagen Holthusen for the excellent and productive collaboration.


You can find the publication here.