
https://go.fau.de/1bigc
Dr. Denisa Martonová
Department of Mechanical Engineering
Institute of Applied Mechanics
Friedrich-Alexander-Universität Erlangen-Nürnberg
denisa.martonova@fau.de
See my profile at FAU
constitutive modelling, cardiac electromechanics, constitutive neural networks
Publications
2024
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, September 9, 2024 - September 13, 2024) , , :
Computational modelling and simulation of rat heart electromechanics – from (smoothed) finite element methods towards a ligand-receptor model (Dissertation, 2024)
URL: https://www.ltd.tf.fau.de/files/2024/05/dissertation-denisa-martonova.pdf :
Automated model discovery for human cardiac tissue
conference, Netzwerktagung der Alexander von Humboldt Stiftung (Erlangen, November 21, 2024) , , , , , :
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 , , , , , :
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, July 30, 2024 - August 1, 2024) , , , , , :
2023
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 modelling and simulation of active cardiac contraction
conference, 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (Paris, May 3, 2023 - May 5, 2023) , , , :
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
The influence of the orthotropic tissue in an electromechanical heart model
conference, 27th Congress of the European Society of Biomechanics (Porto, June 26, 2022 - June 29, 2022) , , , , , :
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
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 , , , , :
Discontinuous Galerkin-based approach to define orthotropic tissue structure in computational heart models
conference, International Conference on Computational Biomechanics (Paris, September 20, 2021 - September 21, 2021) , , , , :
Characterisation of passive mechanical properties in healthy and infarcted rat myocardium
conference, GAMM Annual Meeting (Kassel, March 15, 2021 - March 19, 2021) , , , , , , , :
Influence of passive mechanical properties in healthy and infarcted rat myocardium on the cardiac cycle
GAMM Annual Meeting (Kassel, March 15, 2021 - March 19, 2021)
In: Proc. Appl. Math. Mech. (PAMM) 2021
DOI: 10.1002/pamm.202100054 , , , , , , , :
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 , , , :
2019
Möglichkeiten und Perspektiven der Modellierung und Simulation
Wissenschaftliche Jahrestagung der Deutschen Gesellschaft für Thorax-, Herz- und Gefäßchirurgie (Wiesbaden, February 16, 2019 - February 19, 2019) , , , , , :
2018
You might like!
• Our FAU MoD Community
• About us
• FAU MoD Lecture Series
• Upcoming events

Workshop: The Mathematics of Scientific Machine Learning and Digital Twins
On November 19-25, 2025, our FAU MoD, Research Center for Mathematics of Data at FAU and the Digital Twin Lab ...

FAU MoD Lecture: Exemplary applications of machine learning and optimization in quantum chemistry
Date: Mon. July 7, 2025 Event: FAU MoD Lecture Organized by: FAU MoD, the Research Center for Mathematics of Data ...

Academic freedom and ethics in Germany and China
On Tuesday June 24, 2025 the Chair for Sinology with a focus on the Intellectual and Cultural History of China ...