21 citations · 21 across the 4 of their papers we have counts for
5 papers
A Variational Kolosov--Muskhelishvili Network for Elasticity and Fracture
Shuwei Zhou, Christian Häffner, Sophie Stebner +3
Physics-informed neural networks provide a mesh-free framework for solving partial differential equation-governed problems in solid mechanics. However, most existing formulations i…
On the impact of geometric variance on the performance of formed parts: A probabilistic approach on the example of airbag pressure bins
Lukas Schnelle, Niklas Fehlemann, Ali O. M. Kilicsoy +6
Scatter in properties resulting from manufacturing is a great challenge in lightweight design, requiring consideration of not only the average mechanical performance but also the v…
Macroscale fracture surface segmentation via semi-supervised learning considering the structural similarity
Johannes Rosenberger, Johannes Tlatlik, Sebastian Münstermann
To this date the safety assessment of materials, used for example in the nuclear power sector, commonly relies on a fracture mechanical analysis utilizing macroscopic concepts, whe…
Monitoring the evolution of dimensional accuracy and product properties in property-controlled forming processes
Sophie Charlotte Stebner, Juri Martschin, Bahman Arian +14
As recent trends in manufacturing engineering disciplines show a clear development in the sustainable as well as economically efficient design of forming processes, monitoring tech…
The differences of damage initiation and accumulation of DP steels: a numerical and experimental analysis
Felix Pütz, Fuhui Shen, Markus Könemann +1
Many studies have examined the damage behaviour of dual-phase steels already. It is a topic of high interest, since understanding the mechanisms of damage during forming processes…