Christian J. Cyron

Isogeometric structural shape optimization

Wolfgang A. Wall, Moritz Frenzel, Christian J. Cyron · Computer Methods in Applied Mechanics and Engineering · 2008 · 501 citations · Full text

Geometric Modeling, Engineering, Isogeometric Analysis +8

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 et al. · Journal of Computational Physics · 2020 · 274 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +28

Growth and remodeling of load-bearing biological soft tissues

Christian J. Cyron, Jay D. Humphrey · Meccanica · 2016 · 169 citations · Full text

Mechanobiology, Tissue Engineering, Engineering +5

A homogenized constrained mixture (and mechanical analog) model for growth and remodeling of soft tissue

Christian J. Cyron, Roland C. Aydin, Jay D. Humphrey · Biomechanics and Modeling in Mechanobiology · 2016 · 148 citations · Full text

Mechanobiology, Tissue Engineering, Homogenized Constrained Mixture +14

Homogenized constrained mixture models for anisotropic volumetric growth and remodeling

Fabian A. Braeu, Alexander Seitz, Roland C. Aydin et al. · Biomechanics and Modeling in Mechanobiology · 2016 · 105 citations · Full text

Numerical Analysis, Geometric Modeling, Mixture Distribution +10