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)

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)

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)