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14 changes: 13 additions & 1 deletion README.md
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Expand Up @@ -15,7 +15,19 @@ The repository contains LAM versions of:

* The graph-based model from [Keisler (2022)](https://arxiv.org/abs/2202.07575).
* GraphCast, by [Lam et al. (2023)](https://arxiv.org/abs/2212.12794).
* The hierarchical model from [Oskarsson et al. (2023)](https://arxiv.org/abs/2309.17370).
* The hierarchical model from [Oskarsson et al. (2023)](https://arxiv.org/abs/2309.17370).Neural-LAM is a repository of graph-based neural weather prediction models for Limited Area Modeling (LAM).
Also global forecasting is possible...

## Who is this repository for?

Neural-LAM is useful for:

- Researchers working on machine learning for weather forecasting
- Students learning about Graph Neural Networks and scientific ML
- Developers interested in regional weather modeling systems

If you are new, you may start by exploring the example datasets and running the training scripts with default configurations.


# Publications
For a more in-depth scientific introduction to machine learning for LAM weather forecasting see the publications listed here.
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