Dr.-Ing. Denisa Martonová,
2011 – 2014 B.Sc. in Molecular Medicine, University of Regensburg
2013 – 2016 B.Sc. in Mathematics, University of Regensburg
2016 – 2018 M.Sc. in Mathematics, University of Regensburg
2019 – 2023 Dr.-Ing. in Mechanical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg
2022 research stay at Queensland University of Technology, Australia
2023 research stay at Stanford University, USA
2024 postdoctoral researcher, Institute of Applied Dynamics, Friedrich-Alexander-Universität Erlangen-Nürnberg
2025 postdoctoral researcher, Institute of Applied Mechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg
theses
2023
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Computational modelling and simulation of rat heart electromechanics – from (smoothed) finite element methods towards a ligand-receptor model (Dissertation, 2023)
URL: https://www.ltd.tf.fau.de/files/2024/05/dissertation-denisa-martonova.pdf
2018
reviewed journal publications
2026
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Material Fingerprinting for rapid discovery of hyperelastic models: First experimental validation
In: Journal of the Mechanics and Physics of Solids 208 (2026), Article No.: 106463
ISSN: 0022-5096
DOI: 10.1016/j.jmps.2025.106463
2025
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Material Fingerprinting: A shortcut to material model discovery without solving optimization problems
In: Computer Methods in Applied Mechanics and Engineering 450 (2025)
ISSN: 0045-7825
DOI: 10.1016/j.cma.2025.118573 - , , :
Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials
In: Journal of the Mechanics and Physics of Solids 206 (2025), Article No.: 106352
ISSN: 0022-5096
DOI: 10.1016/j.jmps.2025.106352 - , , , :
Discovering dispersion: How robust is automated model discovery for human myocardial tissue?
In: Biomechanics and Modeling in Mechanobiology (2025)
ISSN: 1617-7959
DOI: 10.1007/s10237-025-02005-x
2024
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Automated model discovery for human cardiac tissue: Discovering the best model and parameters
In: Computer Methods in Applied Mechanics and Engineering 428 (2024), Article No.: 117078
ISSN: 0045-7825
DOI: 10.1016/j.cma.2024.117078
2023
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Transmural fibre orientations based on Laplace-Dirichlet-Rule-Based-Methods and their influence on human heart simulations
In: Journal of Biomechanics (2023), Article No.: 111643
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2023.111643 - , , , :
Smoothed finite element methods in simulation of active contraction of myocardial tissue samples
In: Journal of Biomechanics (2023)
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2023.111691 - , , , , , , :
Effects of PTH glandular and external dosing patterns on bone cell activity using a two-state receptor model—Implications for bone disease progression and treatment
In: PLoS ONE (2023)
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0283544
2022
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Support Pressure Acting on the Epicardial Surface of a Rat Left Ventricle — A Computational Study
In: Frontiers in Cardiovascular Medicine 9 (2022)
ISSN: 2297-055X
DOI: 10.3389/fcvm.2022.850274 - , , , , , :
Comparison of stress and stress–strain approaches for the active contraction in a rat cardiac cycle model
In: Journal of Biomechanics 134 (2022), Article No.: 110980
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2022.110980
2021
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A Transmural Path Model Improves the Definition of the Orthotropic Tissue Structure in Heart Simulations
In: Journal of Biomechanical Engineering-Transactions of the Asme 144 (2021), p. 031002 (10 pages)
ISSN: 0148-0731
DOI: 10.1115/1.4052219 - , , , , , , , :
Passive mechanical properties in healthy and infarcted rat left ventricle characterised via a mixture model
In: Journal of the Mechanical Behavior of Biomedical Materials 119 (2021), Article No.: 104430
ISSN: 1751-6161
DOI: 10.1016/j.jmbbm.2021.104430 - , , , :
Towards the simulation of active cardiac mechanics using a smoothed finite element method
In: Journal of Biomechanics 115 (2021), p. 110153
ISSN: 0021-9290
DOI: 10.1016/j.jbiomech.2020.110153
conferences and proceedings
2025
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Robust material model discovery for human myocardium
30th Congress of the European Society of Biomechanics (ESB) (Zürich, Switzerland, 2025-07-06 - 2025-07-09)
2024
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Structure preserving neural network-based methods — Euler’s elastica and cardiac model discovery
conference, NUMDIFF-17 Conference on the Numerical Solution of Differential and Differential-Algebraic Equations (Halle, 2024-09-09 - 2024-09-13) - , , , , , :
Automated model discovery for human cardiac tissue
conference, Netzwerktagung der Alexander von Humboldt Stiftung (Erlangen, 2024-11-21) - , , , , , :
Constitutive neural networks for model discovery of myocardial tissue
conference, CMBBE 2024 SYMPOSIUM, 19th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (Vancouver, 2024-07-30 - 2024-08-01)
2023
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Smoothed finite element methods in modelling and simulation of active cardiac contraction
conference, 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (Paris, 2023-05-03 - 2023-05-05)
2022
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The influence of the orthotropic tissue in an electromechanical heart model
conference, 27th Congress of the European Society of Biomechanics (Porto, 2022-06-26 - 2022-06-29)
2021
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Discontinuous Galerkin-based approach to define orthotropic tissue structure in computational heart models
conference, International Conference on Computational Biomechanics (Paris, 2021-09-20 - 2021-09-21) - , , , , , , , :
Characterisation of passive mechanical properties in healthy and infarcted rat myocardium
conference, GAMM Annual Meeting (Kassel, 2021-03-15 - 2021-03-19) - , , , , , , , :
Influence of passive mechanical properties in healthy and infarcted rat myocardium on the cardiac cycle
GAMM Annual Meeting (Kassel, 2021-03-15 - 2021-03-19)
In: Proc. Appl. Math. Mech. (PAMM) 2021
DOI: 10.1002/pamm.202100054
2019
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Möglichkeiten und Perspektiven der Modellierung und Simulation
Wissenschaftliche Jahrestagung der Deutschen Gesellschaft für Thorax-, Herz- und Gefäßchirurgie (Wiesbaden, 2019-02-16 - 2019-02-19)
further publications
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Smoothed finite element methods in modelling and simulation of cardiac electromechanics
(Third Party Funds Single)
Project leader:
Term: 2022-04-01 - 2024-03-31
Funding source: Deutsche Forschungsgemeinschaft (DFG) -
Establishment of a heart support system as a contractile membrane based on the pericardium
(Third Party Funds Single)
Project leader:
Term: 2016-05-01 - 2022-07-15
Funding source: Stiftungen
