Accelerating Extreme Weather Prediction with FourCastNet

Accelerating Extreme Weather Prediction with FourCastNet 7

Climate change-amplified extreme weather events are causing increasingly devastating and unpredictable societal, economic, and natural ecosystem impacts. Numerical weather prediction (NWP) forecast models that meteorological services use are expensive, time consuming, and limited.

NVIDIA’s FourCastNet, a physics-ML model that emulates the dynamics of global weather patterns, predicts extremes with unprecedented speed and accuracy.

FourCastNet is GPU-accelerated, powered by the Fourier Neural Operator, and trained on 10 TB of Earth system data. Each 7-day forecast requires only a fraction of a second on a single NVIDIA GPU to generate potential impacts based on thousands of scenarios, five orders-of-magnitude faster than NWP.

NVIDIA Announces Digital Twin Platform for Scientific Computing:


#extreme #extremeweather #lightning #weather #weatherwtf

What do you think?

372 Points

Written by weatherwtf

Along Swiftcurrent Creek 26

Along Swiftcurrent Creek

Sunrise near Leesburg Indiana 27

Sunrise near Leesburg Indiana