Caiyun Tech Team

Jan 30, 2026 · Artificial Intelligence

DeepFusion: A Multi-Modal Deep Fusion Network for Short-Term Heavy Rainfall Forecasting

DeepFusion combines radar, historical precipitation, numerical weather prediction, and terrain data through independent encoders and attention‑based multi‑scale fusion, achieving high‑resolution 0‑2 hour heavy‑rain forecasts and demonstrating the benefits of multi‑modal deep learning for short‑term precipitation prediction.