Publications

Preprints

Federica Caforio and Martin Holler and Matthias Höfler. On parameter identification in three-dimensional elasticity and discretisation with physics-informed neural networks. 2025

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Journal Articles

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. Journal of the Mechanics and Physics of Solids:106603, 2026

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