Roland C. Aydin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Computational Framework

Top Venues

J. Comput. Phys.

Neural Networks

Publications

Elisabeth J. Schiessler, Roland C. Aydin, Christian J. Cyron
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search. CoRR (2024)
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)
Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron
Neural network surgery: Combining training with topology optimization. Neural Networks 144 (2021)