A critical weather model used by the National Oceanic and Atmospheric Administration is getting an AI-powered partner. The ...

The AI models are very good at this. Generally, they can achieve the same accuracy as a top-of-the-line, supercomputer-based weather model that uses 10,000 to 100,000 times more time and energy, ...

These models can take years to build and are not easily updated. AI-based weather systems, by contrast, are smaller and more easily “fine-tuned” with newer environmental data.

This model can predict a cyclone’s formation, track, intensity, size and shape, and it does so up to 15 days in advance. Weather Lab doesn’t just spit out a single prediction, either. It ...

How to do this is a hot area of research. One promising approach the team is pursuing is called active learning—where AI helps guide traditional physics-based weather models to create more examples of ...

Increasingly powerful AI models can make short-term weather forecasts with surprising accuracy. But neural networks only predict based on patterns from the past—what happens when the weather does ...

Increasingly powerful AI models can make short-term weather forecasts with surprising accuracy. But neural networks only predict based on patterns from the past—what happens when the weather ...