Sorbonne Université, Institut Jean Le Rond d’Alembert, Paris, France; Extrality, Paris, France; Sorbonne Université, CNRS, ISIR; Criteo AI Lab, Paris, France; Sorbonne Université, CNRS, ISIR; Extrality, Paris, France
Florent Bonnet, Jocelyn Mazari, Paola Cinnella, Patrick Gallinari
Computational Fluid Dynamics;Navier–Stokes Equations;Partial Differential Equations;Physical Metrics;Geometric Deep Learning;Graph Neural Networks;Point Clouds;Surrogate Models;Reduced Order Models;Meshes;Physically Constrained Deep Learning;Numerical Simulation;Fluid Mechanics
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions