Weather
Artificial Intelligence
Google DeepMind’s recent AI model is the very best yet at weather forecasting
Google DeepMind is not the only big tech firm that's applying AI to weather forecasting. Nvidia released FourCastNet in 2022. And in 2023 Huawei developed its Pangu-Weather model, which trained on 39 years...
Artificial Intelligence
MIT-derived algorithm helps forecast the frequency of maximum weather
To evaluate a community’s risk of maximum weather, policymakers rely first on...
Artificial Intelligence
Google DeepMind’s weather AI can forecast extreme weather faster and more accurately
“Weather prediction is one of the vital difficult problems that humanity has been working on for an extended, very long time. And for those who have a look at what has happened in...
Artificial Intelligence
Weather forecasting is having an AI moment
Big Tech’s arrival on the weather forecasting scene just isn't purely based on scientific curiosity, reckons Oliver Fuhrer, the top of the numerical prediction department at MeteoSwiss, the Swiss Federal Office of Meteorology...
Artificial Intelligence
Latest AI systems could speed up our ability to create weather forecastsÂ
The primary, developed by Huawei, details how its recent AI model, Pangu-Weather, can predict weekly weather patterns all over the world far more quickly than traditional forecasting methods, but with comparable accuracy. ...
Artificial Intelligence
Time Series Forecasting with XGBoost and LightGBM: Predicting Energy Consumption Problem Preprocessing Training the Models Evaluation Preprocessing Weather Data Conclusion & Future Steps
The weather data improve the performance in each models by a major margin. Particularly, within the XGBoost scenario the MAE is reduced by almost 44%, while the MAPE moved from 19% to 16%. For...
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