Publikationen

2024
Towards extending the aircraft flight envelope by mitigating transonic airfoil buffet[Open Access]
Lagemann, Esther; Brunton, Steven L.; Schröder, Wolfgang; Lagemann, Christian
Nature Communications 15 5020 (2024)
Challenges of deep unsupervised optical flow estimation for particle-image velocimetry data[DOI]
Lagemann, Christian; Lagemann, Kai; Mukherjee, Sach; Schröder, Wolfgang
Experiments in fluids 65-3 30 (2024)
Impact of Reynolds Number on the Drag Reduction Mechanism of Spanwise Travelling Surface Waves[DOI]
Lagemann, Esther; Albers, Marian; Lagemann, Christian; Schröder, Wolfgang
Flow, turbulence and combustion 113-1 27-40 (2024)
2023
Deep learning of causal structures in high dimensions under data limitations[Open Access]
Lagemann, Kai; Lagemann, Christian; Taschler, Bernd; Mukherjee, Sach
Nature machine intelligence 5-11 1306-1316 (2023)
Key aspects of unsupervised optical flow models in PIV applications
Lagemann, Christian; Schröder, Wolfgang
[15th International Symposium on Particle Image Velocimetry, ISPIV 2023, 2023-06-19 - 2023-06-21, San Diego, USA] (2023)
2022
Analysis of PIV images of transonic buffet flow by recurrent deep learning based optical flow prediction
Lagemann, Christian; Lagemann, Esther; Klaas, Michael; Schröder, Wolfgang
[20th International Symposium on Application of Laser and Imaging Techniques to Fluid Mechanics, LXLASER2022, 2022-07-11 - 2022-07-14, Lisbon, Portugal] (2022)
Deep recurrent neural networks for optical flow learning in particle-image velocimetry
Lagemann, Christian
(Schröder, Wolfgang; Kähler, Christian)
Doktorarbeit (2022)
Generalization of deep recurrent optical flow estimation for particle-image velocimetry data[DOI]
Lagemann, Christian; Lagemann, Kai; Mukherjee, Sach; Schröder, Wolfgang
Measurement science and technology 33-9 094003 (2022)
2021
Peregrine Falcon’s Dive: Pullout Maneuver and Flight Control Through Wing Morphing[DOI]
Selim, Omar; Gowree, Erwin R.; Lagemann, Christian; Talboys, Edward; Jagadeesh, Chetan; Brücker, Christoph
AIAA journal 59-10 3979-3987 (2021)
Deep recurrent optical flow learning for particle image velocimetry data[DOI]
Lagemann, Christian; Lagemann, Kai; Mukherjee, Sach; Schröder, Wolfgang
Nature machine intelligence 3-7 641-651 (2021)
Analysis of transonic buffet using dynamic mode decomposition[Open Access]
Feldhusen-Hoffmann, Antje; Lagemann, Christian; Loosen, Simon André; Meysonnat, Pascal; Klaas, Michael; Schröder, Wolfgang
Experiments in fluids 62-4 66 (2021)
2019
Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning
Lagemann, Christian; Lagemann, K.; Klaas, Michael; Schröder, Wolfgang
13. International Symposium on Particle Image Velocimetry (2019)