Flowchart of waterlogging depth prediction based on BiTCN-GRU model (Includes BiTCN and GRU model components).
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posted on 2025-04-23, 17:31 authored by Quan Wang, Mingjie Tang, Pei ShiFlowchart of waterlogging depth prediction based on BiTCN-GRU model (Includes BiTCN and GRU model components).
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limited generalization capabilitieshybrid deep learninggated recurrent unitsextreme weather eventsexperimental results demonstratelow prediction accuracyhuaihe road datasetsinduced urban waterloggingterm waterlogging predictionhybrid model providespredicting waterlogging depthenhance prediction performancediv >< p2 urban waterlogging basedwaterlogging depthdepth predictionurban floodprediction taskminshan roadgreat performancebased approachproposed modeltheoretical supportrobust solutionrapid urbanizationprone areaspressing challengepaper proposesloss mitigationinformation featuresincreasing frequencyeffectively capturedisaster preventioncomplex structureschina ’backward convolutionachieving mae
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