@article{smartscalablemeshfreeaerodynamicsimulati, title = {SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model}, author = {Jan Hagnberger and Mathias Niepert}, year = {2026}, eprint = {2601.18707}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.18707}, }