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Probabilistic weather forecasting with machine learning


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GenCast: A Better Weather Forecasting Model

GenCast is a new computer program that predicts the weather more accurately than current methods. It's like a smarter version of the weather apps on our phones, but much more powerful. GenCast uses a special type of artificial intelligence called machine learning to learn from past weather patterns. This allows it to predict things like temperature, wind speed, and even the paths of hurricanes with more accuracy. It also helps us understand the likelihood of different weather events, such as extreme heat or cold, so we can be better prepared. GenCast is also faster than traditional weather forecasting methods. This means that in the future, we might be able to get more reliable weather information more quickly, which can help us make better decisions about things like renewable energy and preparing for dangerous storms.

https://www.nature.com/articles/s41586-024-08252-9

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AI Papers Podcast DailyBy AIPPD