Posts by Nhat Vo
Utilizing AMD Instinct GPU Accelerators for Weather and Precipitation Forecasting with NeuralGCM
- 19 March 2026
In recent years, the landscape of weather forecasting has evolved tremendously, employing cutting-edge AI technologies to enhance prediction accuracy and speed. In previous blogs, we have demonstrated how to run several state-of-the-art AI weather forecasting models, such as Pangu-Weather, GenCast, and Aurora. Following that, this blog focuses on emerging trends in weather forecasting models, particularly the innovative NeuralGCM, which melds the strengths of General Circulation Models (GCMs) and Machine Learning (ML). We will briefly outline the design of NeuralGCM and its hybrid approach for weather and precipitation forecasting. We will then go through the required environments, installation steps, and the inference process for generating forecasts and creating plots to compare the outputs to the ground truth provided by ERA5 data.