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J. Sengendo

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Preprint Aug 2026

Hybrid spatial-temporal graph neural network Powered NDTs:Towards Next-Gen Smart Infrastructure Twins

This work proposes a novel Hybrid Spatial-Temporal Graph Neural Network (HSTGNN) architecture that combines three complementary message-passing paradigms: local neighborhood aggregation, spectral filtering, and learnable attention-based weighting and achieves superior performance when benchmarked against other approach...

J. Sengendo, Fabrizio Granelli · 0 citations

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