@article{neurips2024ml4cfdcompetitionresultsand, title = {NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis}, author = {Mouadh Yagoubi and David Danan and Milad Leyli-Abadi and Ahmed Mazari and Jean-Patrick Brunet and Abbas Kabalan and Fabien Casenave and Yuxin Ma and Giovanni Catalani and Jean Fesquet and Jacob Helwig and Xuan Zhang and Haiyang Yu and Xavier Bertrand and Frederic Tost and Michael Baurheim and Joseph Morlier and Shuiwang Ji}, year = {2025}, eprint = {2506.08516}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.08516v1}, }