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

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

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

Huang, Hua-Ming;Raponi, Elena;Duddeck, Fabian;Menzel, Stefan;Bujny, Mariusz
Topology optimization of periodic structures for crash and static load cases using the evolutionary level set method
Optimization and Engineering
2023

Raponi, Elena;Bujny, Mariusz;Olhofer, Markus;Boria, Simonetta;Duddeck, Fabian
Hybrid Strategy Coupling EGO and CMA-ES for Structural Topology Optimization in Statics and Crashworthiness
Studies in Computational Intelligence
Springer International Publishing
2021

Lanzl, Felicitas;Duddeck, Fabian;Willuweit, Saskia;Peldschus, Steffen
Experimental characterisation of porcine subcutaneous adipose tissue under blunt impact up to irreversible deformation
International Journal of Legal Medicine
2021
136
3
897-910

Herrmann, Leon;Mikkelsen, Lars P.;Legarth, Brian N.;Duddeck, Fabian;Niordson, Christian F.
An efficient stiffness degradation model for layered composites with arbitrarily oriented tunneling and delamination cracks
Composites Science and Technology
2022
230
109729