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SedimentNet — a 1D-CNN machine learning model for prediction of hydrodynamic forces in rapidly varied flows
In natural free surface flows, sediment particles in the surface layer of a sediment bed are moved and entrained by the fluctuating hydrodynamic forces, such as lift and drag, exerted by the overlying flow. Ac...
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Open AccessPrediction of hydraulic blockage at culverts from a single image using deep learning
Cross-drainage hydraulic structures such as culverts and bridges in urban landscapes are prone to get blocked by the transported debris (e.g., urban, vegetated), which often reduces their hydraulic capacity an...