@article{3diddirect3dinversedesignforaerodynamics,
  title = {3DID: Direct 3D Inverse Design for Aerodynamics with Physics-Aware Optimization},
  author = {Yuze Hao and Linchao Zhu and Yi Yang},
  year = {2025},
  eprint = {2512.08987},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.08987},
}