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WeatherGenerator Articles

  • Technical Blog Vol. 3
    Cover Photo of - Technical Blog Vol. 3

    Technical Blog Vol. 3

    WeGen FastEvaluation and the challenges of evaluating multi-resolution models

    The WeatherGenerator FastEvaluation package is a flexible, open-source framework designed to bridge the gap between traditional weather forecast verification tools and the rapid iteration demands of modern machine learning–based weather modelling.

    6 min read

    Ilaria Luise, Savvas Melidonis, Sorcha Owens, Julius Polz

  • Technical Blog Vol. 3
    Cover Photo of - Technical Blog Vol. 2

    Technical Blog Vol. 2

    Orchestrating Deep Learning Across Europe's HPC Landscape

    Running EU-wide Deep Learning projects for Weather The WeatherGenerator project is an ambitious Europe-wide project to build a “Large Language Model for the weather.”

    6 min read

    Timothee Hunter, Cristian Lessig

  • Technical Blog Vol. 3
    Cover Photo of - Technical Blog Vol. 1

    Technical Blog Vol. 1

    The WeatherGenerator: building a European foundation model for Weather and Climate

    Machine learning powers WeatherGenerator, a global Earth system model for forecasting weather and climate impacts.

    3 min read

    Christian Lessig