Case studies

Each study specifies the scientific question, data access, recommended model families, metrics, leakage controls, and references.

• PDEBench 2D Navier–Stokes
• CFDBench cavity flow
• CFDBench cylinder wake
• RealPDEBench cylinder sim-to-real
• RealPDEBench fluid–structure interaction
• AirfRANS geometry generalization
• 3D automotive aerodynamics
• Hybrid CFD acceleration