20 Einträge gefunden

1. Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition

   1. Linka, Kevin
   2. Thüring, Johannes
   3. Rieppo, Lassi
   4. Aydin, Roland C.
   5. Cyron, Christian J.
   6. Kuhl, Christiane
   7. Merhof, Dorit

   2021 - TUHH Open Research
2. Quantifying the high-temperature separation behavior of lamellar interfaces in γ-titanium aluminide under tensile loading by molecular dynamics

   1. Ganesan, Hariprasath
   2. Scheider, Ingo
   3. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
3. A computational framework for modeling cell–matrix interactions in soft biological tissues

   1. Eichinger, Jonas
   2. Grill, Maximilian
   3. Davoodi Kermani, Iman
   4. Aydin, Roland C.
   5. Wall, Wolfgang A.
   6. Humphrey, Jay Dowell
   7. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
4. Computational study of the geometric properties governing the linear mechanical behavior of fiber networks

   1. Davoodi Kermani, Iman
   2. Schmitter, Maximilian
   3. Eichinger, Jonas
   4. Aydin, Roland C.
   5. Cyron, Christian J.

   2021 - TUHH Open Research
5. What do cells regulate in soft tissues on short time scales?

   1. Eichinger, Jonas
   2. Paukner, Daniel
   3. Aydin, Roland C.
   4. Wall, Wolfgang A.
   5. Humphrey, Jay Dowell
   6. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
6. Understanding creep in TiAl alloys on the nanosecond scale by molecular dynamics simulations

   1. Ganesan, Hariprasath
   2. Scheider, Ingo
   3. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
7. Concentration‐specific constitutive modeling of gelatin based on artificial neural networks

   1. Abdolazizi, Kian Philipp
   2. Linka, Kevin
   3. Sprenger, Johanna
   4. Neidhardt, Maximilian
   5. Schlaefer, Alexander
   6. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
8. An SPH framework for fluid–solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions

   1. Fuchs, Sebastian Leonhard
   2. Meier, Christoph
   3. Wall, Wolfgang A.
   4. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
9. Neural network surgery: combining training with topology optimization

   1. Schiessler, Elisabeth J.
   2. Aydin, Roland C.
   3. Linka, Kevin
   4. Cyron, Christian J.

   2021 - TUHH Open Research - frei zugänglich
10. Mechanical homeostasis in tissue equivalents: a review

    1. Eichinger, Jonas
    2. Haeusel, Lea J.
    3. Paukner, Daniel
    4. Aydin, Roland C.
    5. Humphrey, Jay Dowell
    6. Cyron, Christian J.

    2021 - TUHH Open Research - frei zugänglich
11. Training deep neural networks to reconstruct nanoporous structures from FIB tomography images using synthetic training data

    1. Sardhara, Trushal
    2. Aydin, Roland C.
    3. Li, Yong
    4. Piché, Nicolas
    5. Gauvin, Raynald
    6. Cyron, Christian J.
    7. Ritter, Martin

    2021 - TUHH Open Research - frei zugänglich
12. Identification of the concentration‐dependent viscoelastic constitutive parameters of gelatin by combining computational mechanics and machine learning

    1. Abdolazizi, Kian Philipp
    2. Linka, Kevin
    3. Sprenger, Johanna
    4. Neidhardt, Maximilian
    5. Schlaefer, Alexander
    6. Cyron, Christian J.

    2021 - TUHH Open Research - frei zugänglich
13. Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning

    1. Hillgärtner, Markus
    2. Linka, Kevin
    3. Abdolazizi, Kian Philipp
    4. Aydin, Roland C.
    5. Itskov, Mikhail
    6. Cyron, Christian J.

    2021 - TUHH Open Research
14. Constitutive artificial neural networks : a fast and general approach to predictive data-driven constitutive modeling by deep learning

    1. Linka, Kevin
    2. Hillgärtner, Markus
    3. Abdolazizi, Kian Philipp
    4. Aydin, Roland C.
    5. Itskov, Mikhail
    6. Cyron, Christian J.

    2021 - TUHH Open Research - frei zugänglich
15. Predictive constitutive modelling of arteries by deep learning

    1. Holzapfel, Gerhard A.
    2. Linka, Kevin
    3. Sherifova, Selda
    4. Cyron, Christian J.

    2021 - TUHH Open Research - frei zugänglich
16. The Brain–Bladder Axis in Tissue Growth and Remodelling

    1. Miftahof, Roustem
    2. Cyron, Christian J.

    2021 - TUHH Open Research
17. A novel smoothed particle hydrodynamics and finite element coupling scheme for fluid-structure interaction: the sliding boundary particle approach

    1. Fuchs, Sebastian Leonhard
    2. Meier, Christoph
    3. Wall, Wolfgang A.
    4. Cyron, Christian J.

    2021 - TUHH Open Research
18. Global sensitivity analysis of a homogenized constrained mixture model of arterial growth and remodeling

    1. Brandstäter, Sebastian
    2. Fuchs, Sebastian Leonhard
    3. Biehler, Jonas
    4. Aydin, Roland C.
    5. Wall, Wolfgang A.
    6. Cyron, Christian J.

    2021 - TUHH Open Research - frei zugänglich
19. Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning models

    1. Schiessler, Elisabeth J.
    2. Würger, Tim
    3. Lamaka, Sviatlana V.
    4. Meißner, Robert
    5. Cyron, Christian J.
    6. Zheludkevich, Mikhail L.
    7. Feiler, Christian

    2021 - TUHH Open Research - frei zugänglich
20. Unraveling the local relation between tissue composition and human brain mechanics through machine learning

    1. Linka, Kevin
    2. Reiter, Nina
    3. Würges, Jasmin
    4. Schicht, Martin
    5. Bräuer, Lars
    6. Cyron, Christian J.
    7. Paulsen, Friedrich

    2021 - TUHH Open Research - frei zugänglich