Publications

Preprints


Matthias Höfler and Francesco Regazzoni and Stefano Pagani and Elias Karabelas and Christoph Augustin and Gundolf Haase and Gernot Plank and Federica Caforio. Physics-informed neural network estimation of active material properties in time-dependent cardiac biomechanical models. 2025
Federica Caforio and Martin Holler and Matthias Höfler. On parameter identification in three-dimensional elasticity and discretisation with physics-informed neural networks. 2025