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Keywords: spatiotemporal graph convolutional network
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Journal Articles
Infrastructure Asset Management 1–14.
Published: 23 June 2026
... DRL-EWS model integrates a spatiotemporal graph convolutional network for spatial feature extraction, a gated recurrent unit for temporal sequence modelling, and a policy gradient-based decision module for adaptive warning generation. By innovatively combining these components, the risk of urban...

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