26 citations · 63 across the 5 of their papers we have counts for
5 papers
Comparison of Neural FEM and Neural Operator Methods for applications in Solid Mechanics
Stefan Hildebrand, Sandra Klinge
Machine Learning methods belong to the group of most up-to-date approaches for solving partial differential equations. The current work investigates two classes, Neural FEM and Neu…
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
The present contribution proposes a thermodynamically consistent model for the simulation of the ductile damage. The model couples the phase field method of fracture to the Armstro…
Numerical simulation of the viral entry into a cell driven by receptor diffusion
T. Wiegold, S. Klinge, R. P. Gilbert +1
The present study focuses on the receptor driven endocytosis typical of viral entry into a cell. A locally increased density of receptors at the time of contact between the cell an…
Thermomechanical Modeling of Microstructure Evolution Caused by Strain-Induced Crystallization
Serhat Aygün, Sandra Klinge
The present contribution deals with the thermomechanical modeling of the strain-induced crystallization in unfilled polymers. This phenomenon significantly influences mechanical an…
Continuum Mechanical Modeling of Strain-Induced Crystallization in Polymers
Serhat Aygün, Sandra Klinge
The present contribution focuses on the thermodynamically consistent mechanical modeling of the strain-induced crystallization in unfilled polymers. This phenomenon is of particula…