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
Parametric CAD Models to Create an Infinite Number of Structural U-Shaped Sheet Metal Geometries
Zenodo
2024

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

Lehrer, Tobias;Kaps, Arne;Lepenies, Ingolf;Raponi, Elena;Wagner, Marcus;Duddeck, Fabian
Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering
2024
10
3

Wanninger, T.;Gündogan, E.;Zimmermann, M.
Topology Optimization subject to Constraints on the Interface Stiffness Matrix
16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics
CIMNE
2024

Colella, Giada;Lange, Volker A.;Duddeck, Fabian
ENHANCING TRANSFER LEARNING FOR CRASHWORTHINESS STUDIES UNDER LOW DATA AVAILABILITY THROUGH SPHERE PROJECTION
453-465
Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019)
Institute of Structural Analysis and Antiseismic Research National Technical University of Athens
2023

Colella, Giada;Lange, Volker A.;Duddeck, Fabian
Transfer learning for crash design
Discover Mechanical Engineering
2024
3
1

Colella, Giada;Valdebenito, Marcos A.;Duddeck, Fabian;Lange, Volker A.;Faes, Matthias
Crashworthiness Analysis: Exploiting Information of Developed Products With Control Variates
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering
2024
10
4