Christian J. Cyron

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Computational Framework

Artificial Neural Networks

Top Venues

J. Comput. Phys.

Adv. Model. Simul. Eng. Sci.

Publications

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 (2024)
Elisabeth J. Schiessler, Roland C. Aydin, Christian J. Cyron
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search. CoRR (2024)
Kian P. Abdolazizi, Kevin Linka, Christian J. Cyron
Viscoelastic Constitutive Artificial Neural Networks (vCANNs) - a framework for data-driven anisotropic nonlinear finite viscoelasticity. CoRR (2023)
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 (2022)
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) (2022)
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 (2022)
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) (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
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) (2021)
Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron
Neural network surgery: Combining training with topology optimization. Neural Networks 144 (2021)
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 (2020)
Christian J. Cyron, Kei W. Müller, Andreas R. Bausch, Wolfgang A. Wall
Micromechanical simulations of biopolymer networks with finite elements. J. Comput. Phys. 244 (2013)