Its forecasts through 15 days were significantly more accurate than one of the most well-respected traditional non-AI forecast models, according to a study published by DeepMind in the journal Nature.

For example, the American Global Ensemble Forecast System (GEFS) is a weather forecast model made up of 21 separate members. The European Center for Medium Range Forecast (ECMWF) runs 51 members ...

The use of multiple models is critical in the forecast creation process, but is not without its own pitfalls. In 2012, Hurricane Sandy made landfall in New Jersey to devastating effect. Its ...

During the COVID-19 crisis period, when GDP growth became unusually volatile, the advantages of deep learning became even ...

The study found that integrating spatial analysis from CNNs with temporal learning from LSTMs enabled the hybrid model to ...

And is one considered more accurate than others?’” Forecast models are one of the top tools that meteorologists use, and there are several different forecast models that are available.

The National Hurricane Center (NHC) set a new record in 2012 for accuracy of their 1, 2, 3, and 4-day Atlantic tropical cyclone track forecasts, but had almost no skill making intensity forecasts ...

Political forecast models aren’t more accurate than polls — or the weather As the old joke goes, it’s difficult to make predictions, especially about the future By John A. Tures ...

These trend maps in recent track forecasts show which models have made consistent forecasts, and which have varied significantly. You can also track accuracy by looking at the actual position (X ...

While the forecast track accuracy continues to improve, intensification forecasting remains the most challenging. For intensity, your best bet is to look at the hurricane models rather than the ...

Its forecasts through 15 days were significantly more accurate than one of the most well-respected traditional non-AI forecast models, according to a study published by DeepMind in the journal Nature.