Dr.-Ing. Denisa Martonová

Institute of Applied Dynamics Lehrstuhl für Technische Mechanik (LTM)

Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials (2025) Martonová D, Goriely A, Kuhl E Journal article Material Fingerprinting: A shortcut to material model discovery without solving optimization problems (2025) Flaschel M, Martonová D, Veil C, Kuhl E Unpublished / Preprint Robust material model discovery for human myocardium (2025) Martonová D, Peirlinck M, Holzapfel GA, Leyendecker S, Kuhl E Conference contribution, Conference Contribution Modelling and simulation of electro-mechanically coupled dielectric elastomers and myocardial tissue using smoothed finite element methods (2025) Tran T, Martonová D, Leyendecker S Unpublished / Preprint Discovering dispersion: How robust is automated model discovery for human myocardial tissue? (2025) Martonová D, Leyendecker S, Holzapfel GA, Kuhl E Journal article, Original article Discovering dispersion: How robust is automated model discovery for human myocardial tissue? (2025) Martonová D, Leyendecker S, Holzapfel GA, Kuhl E Journal article, Original article Automated model discovery for human cardiac tissue (2024) Martonová D, Peirlinck M, Linka K, Holzapfel GA, Leyendecker S, Kuhl E Conference contribution, Conference Contribution Structure preserving neural network-based methods — Euler’s elastica and cardiac model discovery (2024) Leyendecker S, Martonová D, Stavole M Conference contribution, Conference Contribution Constitutive neural networks for model discovery of myocardial tissue (2024) Martonová D, Peirlinck M, Linka K, Holzapfel GA, Leyendecker S, Kuhl E Conference contribution, Conference Contribution Automated model discovery for human cardiac tissue: Discovering the best model and parameters (2024) Martonová D, Peirlinck M, Linka K, Holzapfel GA, Leyendecker S, Kuhl E Journal article, Original article