@article{aerojepalearningsemanticlatentrepresenta, title = {AeroJEPA: Learning Semantic Latent Representations for Scalable 3D Aerodynamic Field Modeling}, author = {Francisco Giral and Abhijeet Vishwasrao and Andrea Arroyo Ramo and Mahmoud Golestanian and Federica Tonti and Adrian Lozano-Duran and Steven L. Brunton and Sergio Hoyas and Hector Gomez and Soledad Le Clainche and Ricardo Vinuesa}, year = {2026}, eprint = {2605.05586}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.05586}, }