Data Driven Approaches for Aerodynamics Applications

Transfer Learning, Deep Learning Applications to Onflow Parameter Prediction, Wind Tunnel Tests, CFD

A Transfer Learning Approach to Predicting Onflow Parameters for Domain and Task Adaptation (Yilmaz & Bekemeyer, 2025)

A Transfer Learning Approach to Predicting Onflow Parameters During Wind Tunnel Tests (Yilmaz & Bekemeyer, 2025)

References

2025

JRNL (minor revision)

Predicting onflow parameters using transfer learning for domain and task adaptation

Emre Yilmaz, and Philipp Bekemeyer

Aerospace Science and Technology (under review), 2025

C9.AVIATION

Transfer Learning Approach to Predicting Operating Conditions During Wind Tunnel Tests

Emre Yilmaz, and Philipp Bekemeyer

In AIAA AVIATION and ASCEND Forum’25, 2025

DOI Bib HTML

@inproceedings{yilmaz25,
  author = {Yilmaz, Emre and Bekemeyer, Philipp},
  title = {Transfer Learning Approach to Predicting Operating Conditions During Wind Tunnel Tests},
  booktitle = {AIAA AVIATION and ASCEND Forum'25},
  year = {2025},
  publisher = {aiaa},
  doi = {10.2514/6.2017-3660},
  url = {https://arc.aiaa.org/doi/abs/10.2514/6.2025-3588},
}