Jun-Feng Chen

CoPiT: A conditional Position-induced Transformer for aerodynamic field prediction on unstructured meshes

High-fidelity Reynolds-averaged Navier--Stokes (RANS) simulations remain a standard tool for aerodynamic analysis, yet each solve on an unstructured mesh is computationally expensive, making many-query tasks such as design exploration, optimization, and multi-condition evaluation costly. Neural operators provide mesh-f...