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ORCIDChristian J. Cyron
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2020 – today
- 2024
[j7]Kian P. Abdolazizi, Kevin Linka, Christian J. Cyron
:
Viscoelastic constitutive artificial neural networks (vCANNs) - A framework for data-driven anisotropic nonlinear finite viscoelasticity. J. Comput. Phys. 499: 112704 (2024)- [i8]Elisabeth J. Schiessler, Roland C. Aydin, Christian J. Cyron:
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search. CoRR abs/2403.05123 (2024) - 2023
- [i7]Kian P. Abdolazizi, Kevin Linka, Christian J. Cyron:
Viscoelastic Constitutive Artificial Neural Networks (vCANNs) - a framework for data-driven anisotropic nonlinear finite viscoelasticity. CoRR abs/2303.12164 (2023) - 2022
- [j6]Sebastian L. Fuchs, Patrick M. Praegla, Christian J. Cyron, Wolfgang A. Wall, Christoph Meier:
A versatile SPH modeling framework for coupled microfluid-powder dynamics in additive manufacturing: binder jetting, material jetting, directed energy deposition and powder bed fusion. Eng. Comput. 38(6): 4853-4877 (2022) - [j5]Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Stefan Gerlach, Christian J. Cyron, Johanna Sprenger, Alexander Schlaefer:
Ultrasound Shear Wave Elasticity Imaging With Spatio-Temporal Deep Learning. IEEE Trans. Biomed. Eng. 69(11): 3356-3364 (2022) - [i6]Sebastian L. Fuchs, Patrick M. Praegla, Christian J. Cyron, Wolfgang A. Wall, Christoph Meier:
A Versatile SPH Modeling Framework for Coupled Microfluid-Powder Dynamics in Additive Manufacturing: Binder Jetting, Material Jetting, Directed Energy Deposition and Powder Bed Fusion. CoRR abs/2201.01677 (2022) - [i5]Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Stefan Gerlach, Christian J. Cyron, Johanna Sprenger, Alexander Schlaefer:
Ultrasound Shear Wave Elasticity Imaging with Spatio-Temporal Deep Learning. CoRR abs/2204.05745 (2022) - 2021
- [j4]Sebastian L. Fuchs, Christoph Meier, Wolfgang A. Wall, Christian J. Cyron:
An SPH framework for fluid-solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions. Adv. Model. Simul. Eng. Sci. 8(1): 15 (2021) - [j3]Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland C. Aydin, Mikhail Itskov, Christian J. Cyron:
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning. J. Comput. Phys. 429: 110010 (2021) - [j2]Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron:
Neural network surgery: Combining training with topology optimization. Neural Networks 144: 384-393 (2021) - [i4]Sebastian L. Fuchs, Christoph Meier, Wolfgang A. Wall, Christian J. Cyron:
An SPH framework for fluid-solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions. CoRR abs/2103.07925 (2021) - [i3]Jonas F. Eichinger, Maximilian J. Grill, Iman Davoodi Kermani, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron:
A computational framework for modeling cell-matrix interactions in soft biological tissues. CoRR abs/2103.13110 (2021) - [i2]Jonas F. Eichinger, Daniel Paukner, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron:
What do cells regulate in soft tissues on short time scales? CoRR abs/2104.05580 (2021) - 2020
- [i1]Sebastian L. Fuchs, Christoph Meier, Wolfgang A. Wall, Christian J. Cyron:
A novel smoothed particle hydrodynamics and finite element coupling scheme for fluid-structure interaction: the sliding boundary particle approach. CoRR abs/2010.09526 (2020)
2010 – 2019
- 2013
- [j1]Christian J. Cyron, Kei W. Müller, Andreas R. Bausch, Wolfgang A. Wall:
Micromechanical simulations of biopolymer networks with finite elements. J. Comput. Phys. 244: 236-251 (2013)
Coauthor Index
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