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physics.flu-dyn2026
Periodic Neural Mapping for Unsteady Rotor-Blade Pressure and Aeroelastic Load Prediction
Lionel Salesses, Joachim Dominique, Tariq Benamara +2
Accurate prediction of unsteady aerodynamic loads remains a major challenge in turbomachinery design. High-fidelity Computational Fluid Dynamics (CFD) simulations are expensive, wh…
physics.flu-dyn2025★ 1 cited
Turbulent Injection assisted by Diffusion Models for Scale Resolving Simulations
Margaux Boxho, Joachim Dominique, Tariq Benarama +5
The present research proposes a new memory-efficient method using diffusion models to inject turbulent inflow conditions into Large Eddy Simulation (LES) and Direct Numerical Simul…