Christian J. Cyron

According to our database, Christian J. Cyron authored at least 11 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Viscoelastic constitutive artificial neural networks (vCANNs) - A framework for data-driven anisotropic nonlinear finite viscoelasticity.

Kian P. Abdolazizi, Kevin Linka, Christian J. Cyron

J. Comput. Phys., February, 2024

ECToNAS: Evolutionary Cross-Topology Neural Architecture Search.

Elisabeth J. Schiessler, Roland C. Aydin, Christian J. Cyron

CoRR, 2024

2022

Ultrasound Shear Wave Elasticity Imaging With Spatio-Temporal Deep Learning.

Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Stefan Gerlach, Christian J. Cyron, Johanna Sprenger, Alexander Schlaefer

IEEE Trans. Biomed. Eng., 2022

A versatile SPH modeling framework for coupled microfluid-powder dynamics in additive manufacturing: binder jetting, material jetting, directed energy deposition and powder bed fusion.

Sebastian L. Fuchs, Patrick M. Praegla, Christian J. Cyron, Wolfgang A. Wall, Christoph Meier

Eng. Comput., 2022

2021

Neural network surgery: Combining training with topology optimization.

Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron

Neural Networks, 2021

Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning.

Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland C. Aydin, Mikhail Itskov, Christian J. Cyron

J. Comput. Phys., 2021

What do cells regulate in soft tissues on short time scales?

Jonas F. Eichinger, Daniel Paukner, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron

CoRR, 2021

A computational framework for modeling cell-matrix interactions in soft biological tissues.

Jonas F. Eichinger, Maximilian J. Grill, Iman Davoodi Kermani, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron

CoRR, 2021

An SPH framework for fluid-solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions.

Sebastian L. Fuchs, Christoph Meier, Wolfgang A. Wall, Christian J. Cyron

Adv. Model. Simul. Eng. Sci., 2021

2020

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

Sebastian L. Fuchs, Christoph Meier, Wolfgang A. Wall, Christian J. Cyron

CoRR, 2020

2013

Micromechanical simulations of biopolymer networks with finite elements.

Christian J. Cyron, Kei W. Müller, Andreas R. Bausch, Wolfgang A. Wall

J. Comput. Phys., 2013