Sandra Klinge

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A Neural Network Framework for Plasticity and Damage Evolution in Concrete.
INFORMATIK
Stefan Hildebrand, Tonja Beerhues, Andrija Zoric, Sandra Klinge
2025 — conf
Comparison of classical ANN architecture and neural operator approach to approximate 2-point probability functions.
INFORMATIK
Luzie Schmollack, Sandra Klinge
2025 J jnl
Coupled CANN-DEM simulation in solid mechanics.
Mach. Learn. Sci. Technol.
Stefan Hildebrand, Jonathan Georg Friedrich, Melika Mohammadkhah, Sandra Klinge
2025 — conf
Vibrations analysis of a bar with oscillatory Physics-Informed Neural Networks (oPINN).
INFORMATIK
Stefan Hildebrand, Sandra Klinge
2024 J jnl
Comparison of neural FEM and neural operator methods for applications in solid mechanics.
Neural Comput. Appl.
Stefan Hildebrand, Sandra Klinge
2024 J jnl
Exploring spatial reasoning performances of CNN on linear layout dataset.
Mach. Learn. Sci. Technol.
Jelena Pejic, Marko Petkovic, Sandra Klinge
2024 J jnl
Hybrid data-driven and physics-informed regularized learning of cyclic plasticity with Neural Networks.
CoRR
Stefan Hildebrand, Sandra Klinge
2024 J jnl
Hybrid data-driven and physics-informed regularized learning of cyclic plasticity with neural networks.
Mach. Learn. Sci. Technol.
Stefan Hildebrand, Sandra Klinge
2023 J jnl
Comparison of Neural FEM and Neural Operator Methods for applications in Solid Mechanics.
CoRR
Stefan Hildebrand, Sandra Klinge
2021 J jnl
Coupling of the phase field approach to the Armstrong-Frederick model for the simulation of ductile damage under cyclic load.
CoRR
Serhat Aygün, Tillmann Wiegold, Sandra Klinge
2021 J jnl
Numerical analysis of the impact of cytoskeletal actin filament density alterations onto the diffusive vesicle-mediated cell transport.
PLoS Comput. Biol.
Daniel Ch. Haspinger, Sandra Klinge, Gerhard A. Holzapfel
2021 J jnl
Numerical simulation of the viral entry into a cell driven by receptor diffusion.
Comput. Math. Appl.
Tillmann Wiegold, Sandra Klinge, Robert P. Gilbert, Gerhard A. Holzapfel