Forschungsbericht 2024

Kontinuums- und Werkstoffmechanik M-15

Leitung: Cyron, Christian J.

Institut auf TORE
Institutswebsite

Publikationen

• Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg²⁺ ions - Journal Article
  Nourisa, Jalil; Passemiers, Antoine; Shakeri, Farhad; Omidi, Maryam; Helmholz, Heike; Raimondi, Daniele; Moreau, Yves; Tomforde, Sven; Schlüter, Hartmuth; Luthringer-Feyerabend, Bérengère J. C.; Cyron, Christian J.; Aydin, Roland; Willumeit-Römer, Regine; Zeller-Plumhoff, Berit
  Computational and Structural Biotechnology Journal 23: 1773–1785 (2024)
  Open Access | Publisher DOI
  
  
• Enhancing 3D reconstruction accuracy of FIB tomography data using multi-voltage images and multimodal machine learning - Journal Article
  Sardhara, Trushal; Shkurmanov, Alexander; Li, Yong; Riedel, Lukas; Shi, Shan; Cyron, Christian J.; Aydin, Roland; Ritter, Martin
  Nanomanufacturing and Metrology 7 (1): 4 (2024)
  Open Access | Publisher DOI
  
  
• Machine learning reveals correlations between brain age and mechanics - Journal Article
  Hoppstädter, Mayra; Linka, Kevin; Kuhl, Ellen; Schmicke, Marion; Böl, Markus
  Acta Biomaterialia 190: 362-378 (2024)
  Open Access | Publisher DOI
  
  
• Nonlocal Nernst-Planck-Poisson System for Modeling Electrochemical Corrosion in Biodegradable Magnesium Implants - Journal Article
  Hermann, Alexander; Shojaei, Arman; Höche, Daniel; Jafarzadeh, Siavash; Bobaru, Florin; Cyron, Christian J.
  Journal of Peridynamics and Nonlocal Modeling 7 (1): 1-32 (204)
  Open Access | Publisher DOI
  
  
• Multiscale homogenized constrained mixture model of the bio-chemo-mechanics of soft tissue growth and remodeling - Journal Article
  Paukner, Daniel; Humphrey, Jay Dowell; Cyron, Christian J.
  Biomechanics and Modeling in Mechanobiology 23 (6): 2115-2136 (2024)
  Open Access | Publisher DOI
  
  
• Comparative analysis of ternary TiAlNb interatomic potentials: moment tensor vs. deep learning approaches - Journal Article
  Chandran, Anju; Santhosh, Archa; Pistidda, Claudio; Jerabek, Paul; Aydin, Roland; Cyron, Christian J.
  Frontiers in Materials 11: (2024)
  Open Access | Publisher DOI
  
  
• A calibration approach for elasticity estimation with medical tools - Journal Article
  Grube, Sarah; Neidhardt, Maximilian; Hermann, Anna-Katarina; Sprenger, Johanna; Abdolazizi, Kian Philipp; Latus, Sarah; Cyron, Christian J.; Schlaefer, Alexander
  Current Directions in Biomedical Engineering 10 (2): 99-102 (2024)
  Open Access | Publisher DOI
  
  
• Computational analysis of heart valve growth and remodeling after the Ross procedure - Journal Article
  Middendorp, Elmer; Bräu, Fabian A.; Cyron, Christian J.; Humphrey, Jay Dowell; Baaijens, Frank; Loerakker, Sandra
  Biomechanics and Modeling in Mechanobiology 23 (6): 1889-1907 (2024)
  Open Access | Publisher DOI
  
  
• Dynamic biaxial loading of vascular smooth muscle cell seeded tissue equivalents - Journal Article
  Paukner, Daniel; Jennings, Isabella R.; Cyron, Christian J.; Humphrey, Jay Dowell
  Journal of the Mechanical Behavior of Biomedical Materials 157: 106639 (2024)
  Open Access | Publisher DOI
  
  
• On sparse regression, Lp-regularization, and automated model discovery - Review Article
  Mcculloch, Jeremy; St. Pierre Skyler; Linka, Kevin; Kuhl, Ellen
  International Journal for Numerical Methods in Engineering 125 (14): e7481 (2024-07-30)
  Open Access | Publisher DOI
  
  
• Modeling of time-dependent mechanical behavior of oleic acid nanocomposites using nanoindentation - Journal Article
  Kolli, Vasu; Scheider, Ingo; Ovri, Henry; Giuntini, Diletta; Cyron, Christian J.
  Materials Today 39: 108892 (2024)
  Open Access | Publisher DOI
  
  
• Viscoelastic constitutive artificial neural networks (vCANNs) – A framework for data-driven anisotropic nonlinear finite viscoelasticity - Journal Article
  Abdolazizi, Kian Philipp; Linka, Kevin; Cyron, Christian J.
  Journal of Computational Physics 499: 112704 (2024)
  Open Access | Publisher DOI
  
  
• Evolution of fiber distributions in homogenized constrained mixture models of soft tissue growth and remodeling: Uniaxial loading - Journal Article
  Cyron, Christian J.; Falcinelli, Cristina; Gizzi, Alessio; Vasta, Marcello
  Journal of the Mechanics and Physics of Solids 183: 105491 (2024)
  Publisher DOI
  
  
• Role of slice thickness quantification in the 3D reconstruction of FIB tomography data of nanoporous materials - Journal Article
  Sardhara, Trushal; Shkurmanov, Alexander; Li, Yong; Shi, Shan; Cyron, Christian J.; Aydin, Roland; Ritter, Martin
  Ultramicroscopy 256: 1-9 (2024)
  Open Access | Publisher DOI
  
  
• On the construction of an efficient finite-element solver for phase-field simulations of many-particle solid-state-sintering processes - Journal Article
  Munch, Peter; Ivannikov, Vladimir; Cyron, Christian J.; Kronbichler, Martin
  Computational Materials Science 231: 112589 (2024)
  Open Access | Publisher DOI
  
  
• Democratizing biomedical simulation through automated model discovery and a universal material subroutine - Journal Article
  Peirlinck, Mathias; Linka, Kevin; Hurtado, Juan A.; Holzapfel, Gerhard A.; Kuhl, Ellen
  Computational Mechanics (in Press): (2024)
  Open Access | Publisher DOI
  
  
• Peridynamic models in multi-physics applications on bounded and unbounded domains - Doctoral Thesis
  Hermann, Alexander
  Technische Universität Hamburg (2024)
  Open Access
  
  
• From feature selection to neural architecture search : development and implementation of AI-based algorithms to enhance AI-driven research - Doctoral Thesis
  Schiessler, Elisabeth J.
  Technische Universität Hamburg (2024)
  Open Access
  
  
• 3D reconstruction of FIB tomography data using machine learning - Doctoral Thesis
  Sardhara, Trushal
  Technische Universität Hamburg (2024)
  Open Access
  
  
• Studying the effects of Nb on high-temperature deformation in TiAl alloys using atomistic simulations - Journal Article
  Chandran, Anju; Ganesan, Hariprasath; Cyron, Christian J.
  Materials and Design 237: 112596 (2024)
  Open Access | Publisher DOI
  
  

Projekte

• Computational Intelligence für die Mechanik weicher Materialien
  Deutsche Forschungsgemeinschaft (DFG); Laufzeit 2024-2027
  Projektleitung: Linka, Kevin
  
  
• Optima - Identifikation optimaler Korrosionsinhibitoren für Magnesiumlegierungen mit und ohne PEO-Beschichtung durch robotergestützte Tests und maschinelles Lernen
  Deutsche Forschungsgemeinschaft (DFG); Laufzeit 2024-2027
  Projektleitung: Cyron, Christian J.
  
  
• Computergestützte Funktionalitätsbewertung von Gelenkknorpel auf der Basis von Magnet-Resonanz-Tomographie-Bilddaten
  Deutsche Forschungsgemeinschaft (DFG); Laufzeit 2023-2026
  Projektleitung: Linka, Kevin
  Co-Projektleitung: Cyron, Christian J.
  
  
• Numerische Modellierung der Steuerung der Motilität des menschlichen Magens durch die Hirn-Magen-Achse
  Deutsche Forschungsgemeinschaft (DFG); Laufzeit 2022-2025
  Projektleitung: Cyron, Christian J.
  
  
• SFB 986: Teilprojekt B09 - Mikrostrukturbasierte Klassifizierung und elektronenmikroskopische Analyse nanoporöser Metalle durch maschinelles Lernen
  Deutsche Forschungsgemeinschaft (DFG); Laufzeit 2020-2024
  Projektleitung: Cyron, Christian J.; Ritter, Martin
  
  
• Numerische Multiphysikmodellierung des postprandialen menschlichen Magens
  Deutsche Forschungsgemeinschaft (DFG); Laufzeit 2018-2024
  Projektleitung: Cyron, Christian J.
  
  

Kooperationspartner

• Helmholtz-Zentrum Hereon