AIIC AI Intelligence Centre

SOURCE-LINKED INTELLIGENCE

GenONet: A Generative operator Network for High-Resolution Precipitation Nowcasting

arXiv · AI, language, vision and robotics · article · Sep 1, 2026 · UTC

High-resolution precipitation nowcasting is critical for reducing the impacts of severe weather but remains difficult because of rapid storm evolution. Deep learning models have shown great promise for this task, but their predictive skill often deteriorates over longer forecast horizons. This leads to increasingly blurry forecasts that fail to capture the complex, non-linear evolution of storm systems. In order to address these limitations, we introduce Spatio-Temporal U-DeepONet (GenONet), a novel architecture for long-range precipitation forecasting up to 3 hours, specifically designed to p

Read original source ↗ Open in workspace

recordType
paper
region
Global

Evidence & attribution

First collected: 2026-09-21T06:21:59.299Z. This is not the publication date.