Sandra Klinge

According to our database, Sandra Klinge authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

Coupled CANN-DEM simulation in solid mechanics.

Stefan Hildebrand, Jonathan Georg Friedrich, Melika Mohammadkhah, Sandra Klinge

Mach. Learn. Sci. Technol., 2025

Comparison of classical ANN architecture and neural operator approach to approximate 2-point probability functions.

Luzie Schmollack, Sandra Klinge

Proceedings of the 55. Jahrestagung der Gesellschaft für Informatik, 2025

Vibrations analysis of a bar with oscillatory Physics-Informed Neural Networks (oPINN).

Stefan Hildebrand, Sandra Klinge

Proceedings of the 55. Jahrestagung der Gesellschaft für Informatik, 2025

A Neural Network Framework for Plasticity and Damage Evolution in Concrete.

Stefan Hildebrand, Tonja Beerhues, Andrija Zoric, Sandra Klinge

Proceedings of the 55. Jahrestagung der Gesellschaft für Informatik, 2025

2024

Comparison of neural FEM and neural operator methods for applications in solid mechanics.

Stefan Hildebrand, Sandra Klinge

Neural Comput. Appl., September, 2024

Hybrid data-driven and physics-informed regularized learning of cyclic plasticity with Neural Networks.

Stefan Hildebrand, Sandra Klinge

CoRR, 2024

2021

Numerical analysis of the impact of cytoskeletal actin filament density alterations onto the diffusive vesicle-mediated cell transport.

Daniel Ch. Haspinger, Sandra Klinge, Gerhard A. Holzapfel

PLoS Comput. Biol., 2021

Coupling of the phase field approach to the Armstrong-Frederick model for the simulation of ductile damage under cyclic load.

Serhat Aygün, Tillmann Wiegold, Sandra Klinge

CoRR, 2021

Numerical simulation of the viral entry into a cell driven by receptor diffusion.

Tillmann Wiegold, Sandra Klinge, Robert P. Gilbert, Gerhard A. Holzapfel

Comput. Math. Appl., 2021