Ascia, Paolo;Raponi, Elena;Bäck, Thomas;Duddeck, Fabian
Feasibility-Driven Trust Region Bayesian Optimization
2025

Lehrer, Tobias;Stocker, Philipp;Duddeck, Fabian;Wagner, Marcus
Deep-Drawn U-Shaped Sheet Metal Mesh Files Excerpted from NHTSA Crash Vehicles
Zenodo
2025

Lehrer, Tobias;Stocker, Philipp;Duddeck, Fabian;Wagner, Marcus
Machine Learning Dataset of U-Channel Sheet Metal Geometry Representations with Supervision Information for Drawability Assessment and Part Segmentation
Zenodo
2025

Lehrer, Tobias;Stocker, Philipp;Duddeck, Fabian;Wagner, Marcus
UCSM: Dataset of U-shaped parametric CAD geometries and real-world sheet metal meshes for deep drawing
Computer-Aided Design
2025
188
103924

Ascia, Paolo
A flexible solution space method for crashworthiness via active learning and adaptive requirements
2025
Dissertation
139 p.

Pretsch, Lisa K.
High-dimensional surrogate-based optimization methods for aero-structural aircraft engine blade design
2025
Dissertation
114 p.

Colella, Giada
Transfer Learning Methods to Embed Prior Design Knowledge in New Vehicle Crashworthiness Predictions
2025
Dissertation
171 p.