Towards Real-time Vehicle Aerodynamic Design via Multi-fidelity Data-driven Reduced Order Modeling A Bertram, C Othmer, R Zimmermann 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2018 | 42* | 2018 |
Data-Driven Aerodynamic Modeling Using the DLR SMARTy Toolbox P Bekemeyer, A Bertram, DA Hines Chaves, M Dias Ribeiro, A Garbo, ... AIAA AVIATION 2022 Forum, 3899, 2022 | 34 | 2022 |
Theoretical investigations of the new Cokriging method for variable-fidelity surrogate modeling: Well-posedness and maximum likelihood training A Bertram, R Zimmermann Advances in Computational Mathematics 44, 1693-1716, 2018 | 26 | 2018 |
Fusing distributed aerodynamic data using Bayesian Gappy Proper Orthogonal Decomposition A Bertram, P Bekemeyer, M Held AIAA Aviation 2021 Forum, 2602, 2021 | 19 | 2021 |
Analysis and uncertainty quantification of a hybrid laminar flow control system A Barklage, U Römer, A Bertram, P Bekemeyer, J Himisch, R Radespiel, ... AIAA Journal 60 (10), 5735-5749, 2022 | 8 | 2022 |
Data-driven variable-fidelity reduced order modeling for efficient vehicle shape optimization A Bertram TU Braunschweig, 2018 | 6 | 2018 |
Bayesian Gappy Proper Orthogonal Decomposition for Aerodynamic Data Fusion A Bertram, P Bekemeyer, M Held AIAA Journal 61 (9), 4032-4044, 2023 | 4 | 2023 |
An alternative wind tunnel data correction based on CFD and experimental data in the transonic flow regime A Bertram, N Hoffmann, S Görtz, R Gebbink, SR Janssen AIAA AVIATION 2021 FORUM, 2982, 2021 | 2 | 2021 |
Recent Advances in Fusing High-Dimensional Aerodynamic Wind Tunnel and CFD Data A Bertram, M Held Deutsche Gesellschaft für Luft-und Raumfahrt-Lilienthal-Oberth eV, 2022 | | 2022 |
Outcomes of the DLR-Airbus Patenschaft “Development of Future Aerodynamic Data Modelling Methodology” 2018–2022 A Bertram | | 2022 |
Extension and demonstration of an alternative wind tunnel correction based on CFD and experimental data in the transonic flow regime A Bertram, S Görtz, N Hoffmann Deutsches Zentrum für Luft-und Raumfahrt, 2020 | | 2020 |
A variable-fidelity surrogate modelling approach A Bertram, R Zimmermann | | |