2022
Article
Predicting and understanding arterial elasticity from key microstructural features by bidirectional deep learningLinka, K.; Cavinato, C.; Humphrey, J.D.; Cyron, C.J. (2022)
In: Acta Biomaterialia, Vol. 147, 63 - 72.
Article
Enhancing data locality of the conjugate gradient method for high-order matrix-free finite-element implementationsKronbichler, M.; Sashko, D.; Munch, P. (2022)
In: The International Journal of High Performance Computing Applications,
Article
The deal.II Library, Version 9.4Arndt, D.; Bangerth, W.; Feder, M.; Fehling, M.; Gassmöller, R.; Heister, T.; Heltai, L.; Kronbichler, M.; Maier, M.; Munch, P.; Pelteret, J.-P.; Sticko, S.; Turcksin, B.; Wells, D. (2022)
In: Journal of Numerical Mathematics, Vol. 30, 3, 231 - 246.
Article
Lethe-DEM: an open-source parallel discrete element solver with load balancingGolshan, S.; Munch, P.; Gassmöller, R.; Kronbichler, M.; Blais, B. (2022)
In: Computational Particle Mechanics,
Article
Multi-adaptive coupling of finite element meshes with peridynamic grids: robust implementation and potential applicationsMossaiby, F.; Sheikhbahaei, P.; Shojaei, A. (2022)
In: Engineering with Computers, Article
Training Deep Neural Networks to Reconstruct Nanoporous Structures From FIB Tomography Images Using Synthetic Training DataSardhara, T.; Aydin, R.C.; Li, Y.; Piché, N.; Gauvin, R.; Cyron, C.J.; Ritter, M. (2022)
In: Frontiers in Materials, Vol. 9, 837006.
Article
Combining peridynamic and finite element simulations to capture the corrosion of degradable bone implants and to predict their residual strengthHermann, A.; Shojaei, A.; Steglich, D.; Höche, D.; Zeller-Plumhof, B.; Cyron, C. (2022)
In: International Journal of Mechanical Sciences, Vol. 220, 107143.
Article
A hybrid meshfree discretization to improve the numerical performance of peridynamic modelsShojaei, A.; Hermann, A.; Cyron, C.; Seleson, P.; Silling, S. (2022)
In: Computer Methods in Applied Mechanics and Engineering, Vol. 391, 114544. Article
Numerical evidence of anomalous energy dissipation in incompressible Euler flows: towards grid-converged results for the inviscid Taylor-Green problemFehn, N.; Kronbichler, M.; Munch, P.; Wall, W. (2022)
In: Journal of Fluid Mechanics, Vol. 932, A40. Article
A Stress Tensor-based Failure Criterion for Ordinary State-based Peridynamic ModelsDipasquale, D.; Sarego, G.; Prapamonthon, P.; Yooyen, S.; Shojaei, A. (2022)
In: Journal of Applied and Computational Mechanics, Vol. 8, 2, 617 - 628. Article
A versatile SPH modeling framework for coupled microfluid-powder dynamics in additive manufacturing: binder jetting, material jetting, directed energy deposition and powder bed fusionFuchs, S.L.; Praegla, P.M.; Cyron, C.J.; Wall, W.A.; Meier, C. (2022)
In: Engineering with Computers, Vol. 38, 6, 4853 - 4877.
2021
Article
Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nmZeller-Plumhoff, B.; Laipple, D.; Slominska, H.; Iskhakova, K.; Longo, E.; Hermann, A.; Flenner, S.; Greving, I.; Storm, M.; Willumeit-Römer, R. (2021)
In: Bioactive Materials
, Vol. 6, 12, 4368 - 4376. Article
A computational framework for modeling cell–matrix interactions in soft biological tissuesEichinger, J.F.; Grill, M.J.; Kermani, I.D.; Aydin, R.C.; Wall, W.A.; Humphrey, J.D.; Cyron, C.J. (2021)
In: Biomechanics and Modeling in Mechanobiology, Vol. 20, 1851 - 1870. Article
Global Sensitivity Analysis of a Homogenized Constrained Mixture Model of Arterial Growth and RemodelingBrandstaeter, S.; Fuchs, S.; Biehler, J.; Aydin, R.; Wall, W.; Cyron, C. (2021)
In: Journal of Elasticity, Vol. 145, 1-2, 191 - 221.
Article
Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage compositionLinka, K.; Thüring, J.; Rieppo, L.; Aydin, R.; Cyron, C.; Kuhl, C.; Merhof, D.; Truhn, D.; Nebelung, S. (2021)
In: Osteoarthritis and Cartilage , Vol. 29, 4, 592-602. Article
Quantifying the High-Temperature Separation Behavior of Lamellar Interfaces in γ-Titanium Aluminide Under Tensile Loading by Molecular DynamicsGanesan, H.; Scheider, I.; Cyron, C. (2021)
In: Frontiers in Materials, Vol. 7, 602567. Article
Deformation Behavior of Cross-Linked Supercrystalline Nanocomposites: An in Situ SAXS/WAXS Study during Uniaxial CompressionGiuntini, D.; Davydok, A.; Blankenburg, M.; Domènech, B.; Bor, B.; Li, M.; Scheider, I.; Krywka, C.; Müller, M.; Schneider, G. (2021)
In: Nano Letters, Vol. 21, 7, 2891 - 2897. Article
Mechanical homeostasis in tissue equivalents: a reviewEichinger, J.; Haeusel, L.; Paukner, D.; Aydin, R.; Humphrey, J.; Cyron, C. (2021)
In: Biomechanics and Modeling in Mechanobiology, Vol. 20, 3, 833 - 850. Article
Crystal Plasticity Modeling of Creep in Alloys with Lamellar Microstructures at the Example of Fully Lamellar TiAlSchnabel, J.; Scheider, I. (2021)
In: Frontiers in Materials, Vol. 7, 581187. Article
An SPH framework for fluid–solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitionsFuchs, S.; Meier, C.; Wall, W.; Cyron, C. (2021)
In: Advanced Modeling and Simulation in Engineering Sciences, Vol. 8, 1, 15. Article
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learningLinka, K.; Hillgärtner, M.; Abdolazizi, K.; Aydin, R.; Itskov, M.; Cyron, C. (2021)
In: Journal of Computational Physics, Vol. 429, 110010. Article
A novel smoothed particle hydrodynamics and finite element coupling scheme for fluid–structure interaction: The sliding boundary particle approachFuchs, S.; Meier, C.; Wall, W.; Cyron, C. (2021)
In: Computer Methods in Applied Mechanics and Engineering, Vol. 383, 113922. Article
Predictive constitutive modelling of arteries by deep learningHolzapfel, G.; Linka, K.; Sherifova, S.; Cyron, C. (2021)
In: Journal of the Royal Society Interface, Vol. 18, 182, 20210411. Article
hyper.deal: An Efficient, Matrix-free Finite-element Library for High-dimensional Partial Differential EquationsMunch, P.; Kormann, K.; Kronbichler, M. (2021)
In: ACM Transactions on Mathematical Software, Vol. 47, 4, 33. Article
The deal.II library, Version 9.3Arndt, D.; Bangerth, W.; Blais, B.; Fehling, M.; Gassmöller, R.; Heister, T.; Heltai, L.; Kronbichler, M.; Köcher, U.; Maier, M.; Munch, P.; Pelteret, J.; Proell, S.; Simon, K.; Turcksin, B.; Wells, D.; Zhang, J. (2021)
In: Journal of Numerical Mathematics, Vol. 29, 3, 171 - 186. Article
Prediction of deformation and failure anisotropy for thin magnesium sheets under mixed-mode loadingSteglich, D.; Besson, J. (2021)
In: Mechanics of Materials, Vol. 163, 104064. Article
Constitutive and fracture behavior of ultra-strong supercrystalline nanocompositesBor, B.; Giuntini, D.; Domènech, B.; Plunkett, A.; Kampferbeck, M.; Vossmeyer, T.; Weller, H.; Scheider, I.; Schneider, G. (2021)
In: Applied Physics Reviews, Vol. 8, 3, 031414. Article
Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine LearningLinka, K.; Reiter, N.; Würges, J.; Schicht, M.; Bräuer, L.; Cyron, C.; Paulsen, F.; Budday, S. (2021)
In: Frontiers in Bioengineering and Biotechnology, Vol. 9, 704738. Article
Concentration-Specific Constitutive Modeling of Gelatin Based on Artificial Neural NetworksAbdolazizi, K.; Linka, K.; Sprenger, J.; Neidhardt, M.; Schlaefer, A.; Cyron, C. (2021)
In: PAMM: Proceedings in Applied Mathematics and Mechanics, Vol. 20, 1, e202000284. Article
What do cells regulate in soft tissues on short time scales?Eichinger, J.F.; Paukner, D.; Aydin, R.C.; Wall, W.A.; Humphrey, J.D.; Cyron, C.J. (2021)
In: Acta Biomaterialia, Vol. 134, 348 - 356. Article
Neural network surgery: Combining training with topology optimizationSchiessler, E.; Aydin, R.; Linka, K.; Cyron, C. (2021)
In: Neural networks, Vol. 144, 384 - 393. Article
Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning modelsSchiessler, E.; Würger, T.; Lamaka, S.; Meißner, R.; Cyron, C.; Zheludkevich, M.; Feiler, C.; Aydin, R. (2021)
In: npj Computational Materials, Vol. 7, 1, 193. Article
Understanding creep in TiAl alloys on the nanosecond scale by molecular dynamics simulationsGanesan, H.; Scheider, I.; Cyron, C. (2021)
In: Materials & Design, Vol. 212, 110282. Article
Defects and plasticity in ultrastrong supercrystalline nanocompositesGiuntini, D.; Zhao, S.; Krekeler, T.; Li, M.; Blankenburg, M.; Bor, B.; Schaan, G.; Domènech, B.; Müller, M.; Scheider, I.; Ritter, M.; Schneider, G.A. (2021)
In: Science Advances, Vol. 7, 2, eabb6063. Article
Unloading behaviors of the rare-earth magnesium alloy ZE10 sheetTang, W.; Lee, J.; Wang, H.; Steglich, D.; Li, D.; Peng, Y.; Wu, P. (2021)
In: Journal of Magnesium and Alloys, Vol. 9, 3, 927 - 936.
ArticlePredicting and understanding arterial elasticity from key microstructural features by bidirectional deep learningLinka, K.; Cavinato, C.; Humphrey, J.D.; Cyron, C.J. (2022)
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