Publications

Results 1-20 of 23

Issue DateTitleTypeAuthor(s)
1Nov-2021Computational study of the geometric properties governing the linear mechanical behavior of fiber networksArticleDavoodi Kermani, Iman ; Schmitter, Maximilian ; Eichinger, Jonas ; Aydin, Roland C. ; Cyron, Christian J. 
28-Sep-2021Fulltext availableOpen AccessPredictive constitutive modelling of arteries by deep learningArticleHolzapfel, Gerhard A. ; Linka, Kevin ; Sherifova, Selda ; Cyron, Christian J. 
37-Sep-2021Fulltext availableOpen AccessNeural network surgery: combining training with topology optimizationArticleSchiessler, Elisabeth J. ; Aydin, Roland C. ; Linka, Kevin ; Cyron, Christian J. 
41-Sep-2021A novel smoothed particle hydrodynamics and finite element coupling scheme for fluid-structure interaction: the sliding boundary particle approachArticleFuchs, Sebastian Leonhard ; Meier, Christoph ; Wall, Wolfgang A. ; Cyron, Christian J. 
517-Aug-2021Fulltext availableOpen AccessUnraveling the local relation between tissue composition and human brain mechanics through machine learningArticleLinka, Kevin ; Reiter, Nina ; Würges, Jasmin ; Schicht, Martin ; Bräuer, Lars ; Cyron, Christian J. ; Paulsen, Friedrich ; Budday, Silvia 
628-Jun-2021Fulltext availableOpen AccessAn SPH framework for fluid–solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitionsArticleFuchs, Sebastian Leonhard ; Meier, Christoph ; Wall, Wolfgang A. ; Cyron, Christian J. 
725-Jun-2021Fulltext availableOpen AccessA computational framework for modeling cell–matrix interactions in soft biological tissuesArticleEichinger, Jonas ; Grill, Maximilian ; Davoodi Kermani, Iman ; Aydin, Roland C. ; Wall, Wolfgang A. ; Humphrey, Jay Dowell ; Cyron, Christian J. 
8Apr-2021Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage compositionArticleLinka, Kevin ; Thüring, Johannes ; Rieppo, Lassi ; Aydin, Roland C. ; Cyron, Christian J. ; Kuhl, Christiane ; Merhof, Dorit ; Truhn, Daniel ; Nebelung, Sven 
915-Mar-2021Constitutive artificial neural networks: a fast and general approach to predictive data-driven constitutive modeling by deep learningArticleLinka, Kevin ; Hillgärtner, Markus ; Abdolazizi, Kian Philipp ; Aydin, Roland C. ; Itskov, Mikhail ; Cyron, Christian J. 
108-Mar-2021Fulltext availableOpen AccessMechanical homeostasis in tissue equivalents: a reviewReview (Article)Eichinger, Jonas ; Haeusel, Lea J. ; Paukner, Daniel ; Aydin, Roland C. ; Humphrey, Jay Dowell ; Cyron, Christian J. 
1114-Jan-2021Fulltext availableOpen AccessQuantifying the high-temperature separation behavior of lamellar interfaces in γ-titanium aluminide under tensile loading by molecular dynamicsArticleGanesan, Hariprasath ; Scheider, Ingo ; Cyron, Christian J. 
122021Concentration‐Specific Constitutive Modeling of Gelatin Based on Artificial Neural NetworksArticleAbdolazizi, Kian Philipp ; Linka, Kevin ; Sprenger, Johanna ; Neidhardt, Maximilian ; Schlaefer, Alexander ; Cyron, Christian J. 
1330-Jul-2020Fulltext availableOpen AccessDirichlet absorbing boundary conditions for classical and peridynamic diffusion-type modelsArticleShojaei, Arman ; Hermann, Alexander ; Seleson, Pablo ; Cyron, Christian J. 
14Jul-2020Computer-controlled biaxial bioreactor for investigating cell-mediated homeostasis in tissue equivalentsArticleEichinger, Jonas F. ; Paukner, Daniel ; Szafron, Jason M. ; Aydin, Roland C. ; Humphrey, Jay Dowell ; Cyron, Christian J. 
1521-Aug-2019Growth and remodelling of living tissues: perspectives, challenges and opportunitiesReview (Article)Ambrosi, Davide ; Ben-Amar, Martine ; Cyron, Christian J. ; DeSimone, Antonio ; Goriely, Alain ; Humphrey, Jay Dowell ; Kuhl, Ellen 
1615-May-2019Fulltext availableOpen AccessA review of the application of machine learning and data mining approaches in continuum materials mechanicsArticleBock, Frederic E. ; Aydin, Roland C. ; Cyron, Christian J. ; Huber, Norbert ; Kalidindi, Surya R. ; Klusemann, Benjamin 
1717-Apr-2019Fulltext availableOpen AccessGeneral multi-fidelity framework for training artificial neural networks with computational modelsArticleAydin, Roland C. ; Braeu, Fabian Albert ; Cyron, Christian J. 
1815-Apr-2019Anisotropic stiffness and tensional homeostasis induce a natural anisotropy of volumetric growth and remodeling in soft biological tissuesArticleBraeu, Fabian Albert ; Aydin, Roland C. ; Cyron, Christian J. 
1927-Feb-2019Fulltext availableOpen AccessMechanics of the stomach: a review of an emerging field of biomechanicsArticleBrandstäter, Sebastian ; Fuchs, Sebastian Leonhard ; Aydin, Roland C. ; Cyron, Christian J. 
202019The accuracy of laser flash analysis explored by finite element method and numerical fittingArticlePhilipp, Alexandra ; Eichinger, Jonas ; Aydin, Roland C. ; Georgiadis, Argyrios ; Cyron, Christian J. ; Retsch, Markus