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Jing-Mian Cheng

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#graph neural networks Open access Nov 2026

Graph neural network-based algorithm for design optimization of truss structures

A novel Graph Neural Network (GNN)-based algorithm for design optimization of truss structures is proposed in this paper presents through a combination of Multi-head Attention (MHA) mechanism and a newly developed hybrid adaptive sampling strategy. The algorithm involves the generation of high-fidelity training dataset...

Jing-Mian Cheng, Qi Zhang · 0 citations

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