Micromechanical simulations of biopolymer networks with finite elements. - Christian J. Cyron; Kei W. Müller; Andreas R. Bausch; Wolfgang A. Wall (J. Comput. Phys., 2013)

A novel smoothed particle hydrodynamics and finite element coupling scheme for fluid-structure interaction: the sliding boundary particle approach. - Sebastian L. Fuchs; Christoph Meier 001; Wolfgang A. Wall; Christian J. Cyron (CoRR, 2020)

An SPH framework for fluid-solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions. - Sebastian L. Fuchs; Christoph Meier 001; Wolfgang A. Wall; Christian J. Cyron (Adv. Model. Simul. Eng. Sci., 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)

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)

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)

Neural network surgery: Combining training with topology optimization. - Elisabeth J. Schiessler; Roland C. Aydin; Kevin Linka; Christian J. Cyron (Neural Networks, 2021)

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 001 (Eng. Comput., 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)

ECToNAS: Evolutionary Cross-Topology Neural Architecture Search. - Elisabeth J. Schiessler; Roland C. Aydin; Christian J. Cyron (CoRR, 2024)

Active partitioning: inverting the paradigm of active learning. - Marius Tacke; Matthias Busch; Kevin Linka; Christian J. Cyron; Roland C. Aydin (CoRR, 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., 2024)

Generative adversarial networks for creating realistic training data for machine learning-based segmentation of FIB tomography data. - Trushal Sardhara; Christian J. Cyron; Martin Ritter; Roland C. Aydin (Mach. Learn. Sci. Technol., 2025)