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Gencast

All articles tagged with #gencast

technology1 year ago•2 min saved

Google's AI Revolutionizes Weather Forecasting for Photographers

Google has launched GenCast, an AI-powered weather app that predicts weather more accurately and faster than traditional models, making it particularly useful for photographers. Trained on four decades of weather data, GenCast outperformed the European Centre for Medium-Range Weather Forecasts' ENS model in 2019 predictions, offering faster and more precise forecasts, including for extreme weather events. The app can generate a 15-day forecast in just eight minutes, marking a significant advancement in weather forecasting technology.

via PetaPixel|

#ai #gencast #google

technology1 year ago•1 min saved

Google's AI Model Revolutionizes 15-Day Weather Forecasting

Google's DeepMind has introduced GenCast, an AI model for weather prediction that reportedly surpasses the European Centre for Medium-Range Weather Forecasts' ENS, the leading operational forecasting system. GenCast uses an ensemble approach, generating multiple predictions to create a probability distribution of future weather scenarios. In tests, it was more accurate than ENS 97.2% of the time. Google plans to integrate GenCast into its services like Search and Maps, and will make its forecasts available for public use.

via TechCrunch|

#ai #deepmind #gencast

technology1 year ago•4 min saved

Google's AI Achieves Breakthrough in 15-Day Weather Forecasting

Google DeepMind's AI model, GenCast, has shown promising results in weather forecasting, outperforming a leading traditional model, ENS, in tests using 2019 data. GenCast, which uses machine learning to predict weather patterns, offers faster and potentially more efficient forecasts than traditional physics-based models. While it provides longer advance warnings for events like tropical cyclones, it still operates at a lower resolution than the latest ENS model. The development of GenCast marks a significant step in integrating AI into weather prediction, though it still needs to prove its reliability to the meteorological community.

via The Verge|

#ai #deepmind #gencast

technology1 year ago•5 min saved

Google's AI Revolutionizes Weather Forecasting with Unmatched Accuracy

Google's DeepMind has unveiled GenCast, a new AI-driven weather prediction model that surpasses traditional models in accuracy, particularly for extreme weather events. GenCast, a diffusion model, uses recent weather data to predict future scenarios and has shown superior performance in tests, including predicting tropical storm paths and wind power generation. The model's code is open source, allowing for broader research and application. This advancement marks a significant step in AI-enhanced weather forecasting, with potential benefits for disaster mitigation and energy infrastructure planning.

via Gizmodo|

#ai #deepmind #gencast

technology1 year ago•5 min saved

DeepMind's AI Revolutionizes Weather Forecasting Accuracy

Google's DeepMind has developed an AI system called GenCast that outperforms traditional weather forecasting models, including the European Centre for Medium-Range Weather Forecasts' ensemble model. GenCast uses diffusion models to maintain high resolution while reducing computational costs, allowing forecasts to be generated quickly. It excels in predicting extreme weather and has shown significant accuracy in forecasting tropical cyclone tracks and wind power output. The system's success suggests potential for further advancements by integrating AI with traditional forecasting methods.

via Ars Technica|

#ai #deepmind #european-model

technology1 year ago•2 min saved

Google DeepMind Revolutionizes Weather Forecasting with AI Precision

Google DeepMind has introduced GenCast, an AI weather prediction model that surpasses traditional methods in accuracy for forecasts up to 15 days and excels in predicting extreme weather events. GenCast uses a probabilistic approach with ensemble predictions, trained on four decades of data from the European Centre for Medium-Range Weather Forecasting (ECMWF). It outperformed ECMWF's 15-day forecast on 97.2% of variables and generates predictions in just eight minutes. The model represents a significant advancement in AI-driven weather forecasting, though further testing on extreme events is needed.

via Financial Times|

#ai #gencast #google-deepmind