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SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model

Jan Hagnberger, Mathias Niepert

Proceedings of the 43rd International Conference on Machine Learning (ICML), 2026.


Abstract


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BibTeX

@inproceedings{hagnberger2026smart, author = {Hagnberger, Jan and Niepert, Mathias}, title = {{SMART}: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model}, booktitle = {Proceedings of the 43rd International Conference on Machine Learning (ICML)}, year = {2026} }