3 papers
cs.CE2025
Knowledge-Based Aerospace Engineering -- A Systematic Literature Review
Tim Wittenborg, Ildar Baimuratov, Ludvig Knöös Franzén +3
The aerospace industry operates at the frontier of technological innovation while maintaining high standards regarding safety and reliability. In this environment, with an enormous…
cs.CE2024
Partitioned Surrogates and Thompson Sampling for Multidisciplinary Bayesian Optimization
Susanna Baars, Jigar Parekh, Ihar Antonau +2
The long runtime associated with simulating multidisciplinary systems challenges the use of Bayesian optimization for multidisciplinary design optimization (MDO). This is particula…
cs.CE2024
Efficient low rank model order reduction of vibroacoustic problems under stochastic loads
Yannik Hüpel, Ulrich Römer, Matthias Bollhöfer +1
This contribution combines a low-rank matrix approximation through Singular Value Decomposition (SVD) with second-order Krylov subspace-based Model Order Reduction (MOR), in order…