The Aardvark Weather machine learning algorithm is much faster than traditional systems and can work on a desktop computer.

While earlier weather-forecasting AIs have replaced some tasks done by traditional models, new research uses machine learning ...

“By shifting weather prediction from supercomputers to desktop computers, we can democratise forecasting, making these powerful technologies available to developing nations and data-sparse ...

The insurance industry is helping develop a new way to predict flooding down to the neighborhood level and warn communities.

Using a standard desktop computer, it can process data from various sources, including satellites and weather stations, to generate global and local forecasts in minutes. "Aardvark reimagines ...

“By shifting weather prediction from supercomputers to desktop computers, we can democratise forecasting, making these powerful technologies available to developing nations and data-sparse regio ...

“Using only 10% of the input data from existing systems, Aardvark already outperforms the Global Forecast System (GFS) and is ...

It takes hours for the European Center for Medium-Range Weather Forecasts computer to run its simulations. Conversely, the ML model FourCastNet calculated the same forecast in seconds.

The new model, called Aardvark Weather, replaces the supercomputers and human experts used by forecasting agencies with a single artificial intelligence model that can run on a standard desktop ...