LES vs RANS for swirling pipe flows: when it matters

Where scale-resolved simulation earns its tenfold computational overhead.

• Mesh sensitivity study and solver convergence criteria
• Turbulence model selection and near-wall treatment approach
• Validation against physical measurement and LDV data
• Recommendations for industrial design and process applications