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

Chen, Junfeng et al.
arXiv (All) · Papers
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computational-physicsfluid-dynamicsmachine-learningnumerical-analysis
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 oper
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