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attention u-net 1complex geometries 1fluid dynamics prediction 1graph neural networks 1multi-scale features 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

A multi-scale feature enhanced graph neural network for fluid dynamics prediction in complex geometries

Li Xiao, Tianyu Li, Yiye Zou +2

The paper introduces ME-GNN, a multi‑scale feature enhanced graph neural network that combines two‑step message passing, an Attention U‑Net, and K‑hop sampling to predict fluid flo…