A U-Net surrogate model trained on hydraulic simulations predicts maximum water levels for flood hazard mapping in the Wupper catchment with results comparable to the original simulations.
Swinflood: A hybrid cnn- swin transformer model for rapid spatiotemporal flood simulation
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A Deep U-Net Framework for Flood Hazard Mapping Using Hydraulic Simulations of the Wupper Catchment
A U-Net surrogate model trained on hydraulic simulations predicts maximum water levels for flood hazard mapping in the Wupper catchment with results comparable to the original simulations.