AI4S Research Breakthrough | Professor Huapeng Qin's Lab Proposes a Multi-scale Latent Autoregressive Spatiotemporal Neural Network (U-RNN) for Real-time Urban Flood Forecasting
With urban flood risk escalating because of climate change and rapid urbanization there is a pressing need for fast, accurate, high-resolution spatiotemporal nowcasting flood simulations. Although deep learning (DL) methods hold great promise for providing such information, they nevertheless confront two main challenges: how to capture multi-scale nonlinear spatiotemporal interdependencies, and...
