GraphCast A.i. WEATHER ROBOTS Takes Over Meterology FORECAST WEATHER predictions #Google #Deepmind

Finally, a robot to tell you which jacket you should wear to the function. Google DeepMind, the search giant’s AI-centric brain trust, just announced a new weather forecasting model that beats traditional systems more than 90% of the time. Named GraphCast, the machine learning model promises 10-day predictions that are better, faster, and more energy-efficient than the tools that run your weather app today.

GraphCast starts with the current state of Earth’s weather, and data about the weather six hours ago. Then, it makes a prediction about what the weather will look like six hours from now. GraphCast then feeds those predictions back into the model, performs the same calculation, and spits out longer-term forecasts.Instead of running simulations about how molecules will fly around and slam into each other, GraphCast breaks with tradition by placing a heavier emphasis on historical data.

In other words, it’s a machine-learning model that makes predictions based on what happened in the past. There’s a lot of fancy computer science involved, but in general, it’s a lot simpler in terms of the level and number of computations it requires.

Sources:
https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/

https://www.washingtonpost.com/weather/2023/11/14/weather-forecasting-artificial-intelligence-google/
www.nhc.noaa.gov
www.Tropicaltidbits.com
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