2 papers
cs.LG2026
A Dataset and Model for Imputing Water Surface Elevation on a Large and Extremely Sparse Spatiotemporal Graph
Ruben Cartuyvels, Karim Douch, Gabriele Bertoli +4
Continuous monitoring of water surface elevation across river networks is critical for flood forecasting, water resource management, and understanding the global water cycle. Yet,…
eess.SP2026
A Hybrid Machine Learning Framework for Improved Short-Term Peak-Flow Forecasting
Gabriele Bertoli, Kai Schroeter, Rossella Arcucci +1
Reliable river flow forecasting is an essential component of flood risk management and early warning systems. It enables improved emergency response coordination and is critical fo…