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GCN-Former-BiLSTM: An enhanced LSTM model using transformer and multiscale spatio-temporal graph neural network for high arch dam displacement prediction

Yunlin Ma, Tengfei Bao, Yangtao Li, Zhenhao Wu, Mengfan Zhao, Xinhang Liu

2025Engineering Structures6 citationsDOI

Topics & Concepts

Arch damTransformerArtificial neural networkComputer scienceGraphDisplacement (psychology)Artificial intelligenceCorrelation coefficientArchPattern recognition (psychology)Network modelFeature extractionAlgorithmStructural health monitoringGridNetwork topologyCoefficient matrixData miningTime seriesCorrelationSpatial correlationDam Engineering and SafetyLandslides and related hazardsHydraulic flow and structures