2 papers
cs.CE2026
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…
cs.CE2025
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…