H. Akolekar

DD-RNO: A Domain-Decomposed Routed Neural Operator for Airfoil Flow Prediction

Deep learning surrogates for RANS flow prediction around airfoils face two persistent bottlenecks. A single neural architecture cannot simultaneously resolve sharp near-wall boundary layers and smooth far-field potential flow. Additionally, force prediction is undermined by the numerical instability of computing wall-n...