2023
journal article
Searching the Chemical Space for Effective Magnesium Dissolution Modulators: A Deep Learning Approach using Sparse Features Schiessler, E.J., Würger, T., Vaghefinazari, B., Lamaka, S.V., Meißner, R.H., Cyron, C.J., Zheludkevich, M.L., Feiler, C., Aydin, R.C. (2023) In: npj Materials Degradation, Vol. 7, 74.
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Multi-adaptive spatial discretization of bond-based peridynamics Ongaro, G., Shojaei, A., Mossaiby, F., Hermann, A., Cyron, C.J., Trovalusci, P. (2023) In: International Journal of Fracture,
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Strength and Ductility Loss of Magnesium-Gadolinium due to Corrosion in Physiological Environment: Experiments and Modeling Steglich, D., Besson, J., Reinke, I., Helmholz, H., Luczak, M., Garamus, V.M., Wiese, B., Höche, D., Cyron, C.J., Willumeit-Römer, R. (2023) In: Journal of the Mechanical Behavior of Biomedical Materials, Vol. 144, 105939.
journal article
Dirichlet-type absorbing boundary conditions for peridynamic scalar waves in two-dimensional viscous media Hermann, A., Shojaei, A., Seleson, P., Cyron, C.J., Silling, S.A. (2023) In: International Journal for Numerical Methods in Engineering, Vol. 124, 16, 3524-3553.
journal article
Utilizing computational modelling to bridge the gap between in vivo and in vitro degradation rates for Mg-xGd implants Albaraghtheh, T., Hermann, A., Shojaei, A., Willumeit-Römer, R., Cyron, C.J., Zeller-Plumhoff, B. (2023) In: Corrosion and Materials Degradation, Vol. 4, 2, 274-283.
journal article
An efficient peridynamic framework based on the arc-length method for fracture modeling of brittle and quasi-brittle problems with snapping instabilities Sheikhbahaei, P., Mossaiby, F., Shojaei, A. (2023) In: Computers & Mathematics with Applications, Vol. 136, 165-190.
journal article
Efficient distributed matrix-free multigrid methods on locally refined meshes for FEM computations Munch, P., Heister, T., Prieto Saavedra, L., Kronbichler, M. (2023) In: ACM Transactions on Parallel Computing, Vol. 10, 1, 3.
journal article
Peridynamic elastic waves in two-dimensional unbounded domains: Construction of nonlocal Dirichlet-type absorbing boundary conditions Shojaei, A., Hermann, A., Seleson, P., Silling, S., Rabczuk, T., Cyron, C. (2023) In: Computer Methods in Applied Mechanics and Engineering, Vol. 407, 115948.
journal article
Stage-parallel fully implicit Runge-Kutta implementations with optimal multilevel preconditioners at the scaling limit Munch, P., Dravins, I., Kronbichler, M., Neytcheva, M. (2023) In: SIAM Journal on Scientific Computing, S71-S96.
journal article
Lethe-DEM: an open-source parallel discrete element solver with load balancing Golshan, S., Munch, P., Gassmöller, R., Kronbichler, M., Blais, B. (2023) In: Computational Particle Mechanics, Vol. 10, 1, 77-96.
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Multi-adaptive coupling of finite element meshes with peridynamic grids: robust implementation and potential applications Mossaiby, F., Sheikhbahaei, P., Shojaei, A. (2023) In: Engineering with Computers, Vol. 39, 2807-2828.
2022
journal article
Combining peridynamic and finite element simulations to capture the corrosion of degradable bone implants and to predict their residual strength Hermann, A., Shojaei, A., Steglich, D., Höche, D., Zeller-Plumhof, B., Cyron, C. (2022) In: International Journal of Mechanical Sciences, Vol. 220, 107143.
journal article
A Stress Tensor-based Failure Criterion for Ordinary State-based Peridynamic Models Dipasquale, D., Sarego, G., Prapamonthon, P., Yooyen, S., Shojaei, A. (2022) In: Journal of Applied and Computational Mechanics, Vol. 8, 2, 617-628.
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Numerical evidence of anomalous energy dissipation in incompressible Euler flows: towards grid-converged results for the inviscid Taylor-Green problem Fehn, N., Kronbichler, M., Munch, P., Wall, W. (2022) In: Journal of Fluid Mechanics, Vol. 932, A40.
journal article
A hybrid meshfree discretization to improve the numerical performance of peridynamic models Shojaei, A., Hermann, A., Cyron, C., Seleson, P., Silling, S. (2022) In: Computer Methods in Applied Mechanics and Engineering, Vol. 391, 114544.
journal article
Training Deep Neural Networks to Reconstruct Nanoporous Structures From FIB Tomography Images Using Synthetic Training Data Sardhara, T., Aydin, R.C., Li, Y., Piché, N., Gauvin, R., Cyron, C.J., Ritter, M. (2022) In: Frontiers in Materials, Vol. 9, 837006.
journal article
The deal.II Library, Version 9.4 Arndt, 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.
journal article
A versatile SPH modeling framework for coupled microfluid-powder dynamics in additive manufacturing: binder jetting, material jetting, directed energy deposition and powder bed fusion Fuchs, S.L., Praegla, P.M., Cyron, C.J., Wall, W.A., Meier, C. (2022) In: Engineering with Computers, Vol. 38, 6, 4853-4877.
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Predicting and understanding arterial elasticity from key microstructural features by bidirectional deep learning Linka, K., Cavinato, C., Humphrey, J.D., Cyron, C.J. (2022) In: Acta Biomaterialia, Vol. 147, 63-72.
2021
journal article
An SPH framework for fluid–solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions Fuchs, S., Meier, C., Wall, W., Cyron, C. (2021) In: Advanced Modeling and Simulation in Engineering Sciences, Vol. 8, 1, 15.
journal article
Quantifying the High-Temperature Separation Behavior of Lamellar Interfaces in γ-Titanium Aluminide Under Tensile Loading by Molecular Dynamics Ganesan, H., Scheider, I., Cyron, C. (2021) In: Frontiers in Materials, Vol. 7, 602567.
journal article
Crystal Plasticity Modeling of Creep in Alloys with Lamellar Microstructures at the Example of Fully Lamellar TiAl Schnabel, J., Scheider, I. (2021) In: Frontiers in Materials, Vol. 7, 581187.
journal article
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning Linka, K., Hillgärtner, M., Abdolazizi, K., Aydin, R., Itskov, M., Cyron, C. (2021) In: Journal of Computational Physics, Vol. 429, 110010.
journal article
Mechanical homeostasis in tissue equivalents: a review Eichinger, J., Haeusel, L., Paukner, D., Aydin, R., Humphrey, J., Cyron, C. (2021) In: Biomechanics and Modeling in Mechanobiology, Vol. 20, 3, 833-850.
journal article
Deformation Behavior of Cross-Linked Supercrystalline Nanocomposites: An in Situ SAXS/WAXS Study during Uniaxial Compression Giuntini, 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.
journal article
Evaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nm Zeller-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.
journal article
Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition Linka, 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.
journal article
Global Sensitivity Analysis of a Homogenized Constrained Mixture Model of Arterial Growth and Remodeling Brandstaeter, S., Fuchs, S., Biehler, J., Aydin, R., Wall, W., Cyron, C. (2021) In: Journal of Elasticity, Vol. 145, 1-2, 191-221.
journal article
A computational framework for modeling cell–matrix interactions in soft biological tissues Eichinger, 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.
journal article
A novel smoothed particle hydrodynamics and finite element coupling scheme for fluid–structure interaction: The sliding boundary particle approach Fuchs, S., Meier, C., Wall, W., Cyron, C. (2021) In: Computer Methods in Applied Mechanics and Engineering, Vol. 383, 113922.
journal article
Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning models Schiessler, E., Würger, T., Lamaka, S., Meißner, R., Cyron, C., Zheludkevich, M., Feiler, C., Aydin, R. (2021) In: npj Computational Materials, Vol. 7, 1, 193.
journal article
hyper.deal: An Efficient, Matrix-free Finite-element Library for High-dimensional Partial Differential Equations Munch, P., Kormann, K., Kronbichler, M. (2021) In: ACM Transactions on Mathematical Software, Vol. 47, 4, 33.
journal article
The deal.II library, Version 9.3 Arndt, 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.
journal article
Prediction of deformation and failure anisotropy for thin magnesium sheets under mixed-mode loading Steglich, D., Besson, J. (2021) In: Mechanics of Materials, Vol. 163, 104064.
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Constitutive and fracture behavior of ultra-strong supercrystalline nanocomposites Bor, 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.
journal article
Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine Learning Linka, 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.
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Predictive constitutive modelling of arteries by deep learning Holzapfel, G., Linka, K., Sherifova, S., Cyron, C. (2021) In: Journal of the Royal Society Interface, Vol. 18, 182, 20210411.
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Concentration-Specific Constitutive Modeling of Gelatin Based on Artificial Neural Networks Abdolazizi, K., Linka, K., Sprenger, J., Neidhardt, M., Schlaefer, A., Cyron, C. (2021) In: PAMM: Proceedings in Applied Mathematics and Mechanics, Vol. 20, 1, e202000284.
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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.
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Neural network surgery: Combining training with topology optimization Schiessler, E., Aydin, R., Linka, K., Cyron, C. (2021) In: Neural networks, Vol. 144, 384-393.
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Understanding creep in TiAl alloys on the nanosecond scale by molecular dynamics simulations Ganesan, H., Scheider, I., Cyron, C. (2021) In: Materials & Design, Vol. 212, 110282.
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Defects and plasticity in ultrastrong supercrystalline nanocomposites Giuntini, 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.
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Computational study of the geometric properties governing the linear mechanical behavior of fiber networks Davoodi Kermani, I., Schmitter, M., Eichinger, J.F., Aydin, R.C., Cyron, C.J. (2021) In: Computational Materials Science, Vol. 199, 110711.
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Unloading behaviors of the rare-earth magnesium alloy ZE10 sheet Tang, 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.