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

Ascia, Paolo;Marelli, Stefano;Sudret, Bruno;Duddeck, Fabian
Identification of Crashworthy Designs Combining Active Learning and the Solution Space Methodology
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering
2024
11
1

Pretsch, Lisa;Arsenyev, Ilya;Raponi, Elena;Duddeck, Fabian
Twofold Adaptive Design Space Reduction for Constrained Bayesian Optimization of Transonic Compressor Blades
Proceedings of the ASME Turbo Expo 2024
American Society of Mechanical Engineers
2024

Kaps, Arne
Multi-fidelity Optimization Methods with Applications to Automotive Crashworthiness and Deep Drawing
2024
Dissertation
132 Seiten

Lesjak, Mathias
Parametric Projection-based Model Order Reduction for Crash Simulations
2024
Dissertation
171 Seiten

Schlenz, Sonja;Mößner, Simon;Ek, Carl Henrik;Duddeck, Fabian
Representing engineering design changes in finite element models using directed point cloud autoencoders
Advanced Engineering Informatics
2024
59
102259

Ludwig, Norbert Werner
Direct and Inverse Methods to Account for Epistemic and Lack-of-Knowledge Uncertainties in Turbine Development
2024
Dissertation
212 Seiten

Czech, Catharina Julia Frederike
A modular multi-fidelity scheme combining data-driven reduced order models for structural analysis under uncertainty
2024
Dissertation
159 Seiten