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The Integration of Generative AI in Weather Forecasting

  • The use of generative AI in weather forecasting is a significant advancement in meteorology.
  • Generative AI models generate ensemble forecasts to capture weather uncertainty.
  • SEEDS model by Google Research uses denoising diffusion probabilistic models for efficient ensemble forecasting.
  • There are challenges and variations in the application of generative AI in weather forecasting globally.

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