Video: Machine Learning for Weather Forecasts

Peter Dueben from ECMWF gave this talk at the Stanford HPC Conference. "I will present recent studies that use deep learning to learn the equations of motion of the atmosphere, to emulate model components of weather forecast models and to enhance usability of weather forecasts. I will than talk about the main challenges for the application of deep learning in cutting-edge weather forecasts and suggest approaches to improve usability in the future."

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