Distance-Aware Attention and Wall-Distance Expert Routing for Transformer-Based 3D Flow Prediction

Sanghyeon Kim, Sunwoong Yang, Namwoo Kang

Transformer surrogates for 3D flow prediction compress an industrial mesh into a small set of tokens from which every prediction point reads. Two operations follow: the retrieval s…