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Full-Stack Internet Architecture
Full-Stack Internet Architecture
Aug 13, 2020 · Artificial Intelligence

AI and High‑Performance Computing in Weather Forecasting: From Radar Images to Neural Networks

The article explains how modern weather forecasting in China combines traditional observations with artificial‑intelligence techniques such as U‑Net image‑to‑image models, optical‑flow analysis, and massive high‑performance computing to improve precipitation nowcasting, while also highlighting the scientific challenges and interdisciplinary nature of meteorology.

Artificial IntelligenceHigh‑performance computingNeural Networks
0 likes · 8 min read
AI and High‑Performance Computing in Weather Forecasting: From Radar Images to Neural Networks
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 14, 2018 · Artificial Intelligence

How AI Predicts Short-Term Rainfall from Radar Images: A Competition Walkthrough

This article reviews the CIKM AnalytiCup 2017 competition, detailing how a team used radar image sequences, SIFT‑based motion tracking, and a custom convolutional neural network to forecast 1‑2‑hour precipitation totals, highlighting data preprocessing, feature extraction, model architecture, and training strategies.

CNNSIFTSpatio-temporal modeling
0 likes · 10 min read
How AI Predicts Short-Term Rainfall from Radar Images: A Competition Walkthrough