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Publikationen

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)
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)
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
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)