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Graph-based Neural Weather Prediction for Limited Area Modeling

Dec 15, 2023

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Joel Oskarsson

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Tomas Landelius

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Fredrik Lindsten

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The rise of accurate machine learning methods for weather forecasting is creating radical new possibilities for modeling the atmosphere. In the time of climate change, having access to high-resolution forecasts from models like these is also becoming increasingly vital. While most existing Neural Weather Prediction (NeurWP) methods focus on global forecasting, an important question is how these techniques can be applied to limited area modeling. In this work we adapt the graph-based NeurWP appro…

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NeurIPS 2023

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