AirfRANS

The 'AirfRANS' dataset/benchmark contains data for evaluating data-driven solvers for Partial Differential Equations (PDEs) in the context of aerodynamic flows, specifically focusing on the Reynolds-Averaged Navier-Stokes equations.

Papers using AirfRANS (4)

Transolver is a Linear Transformer: Revisiting Physics-Attention through the Lens of Linear Attention2025AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions2022 · 95 citesINFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations2023 · 2 citesNeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design2024 · 1 cites