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A Transformer model for post-processing NWP forecast data

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ealerskans/The-Weather-Transformer

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The-Weather-Transformer

This repository contains (cleaned-up) source code of Alerskans et. al, (2022).

It contains a Transformer NN for post-processing numerical weather prediction (NWP) forecast data using observational data. The code is based on the minGPT model implementation: https://github.com/karpathy/minGPT.

References: Alerskans, E., Nyborg, J., Birk, M. and Kaas, E. (2022). A Transformer neural network for predicting near-surface temperature. Meteorological Applications.

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A Transformer model for post-processing NWP forecast data

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