PoET: Post-processing Ensembles with Transformers

This is the official implementation of Improving medium-range ensemble weather forecasts with hierarchical ensemble transformers.

Useful links

• Original ensemble transformer by Tobias Finn
• ENS-10 benchmark dataset

Citation

@article{ben2023improving,
  title={Improving medium-range ensemble weather forecasts with hierarchical ensemble transformers},
  author={Ben-Bouallegue, Zied and Weyn, Jonathan A and Clare, Mariana CA and Dramsch, Jesper and Dueben, Peter and Chantry, Matthew},
  journal={arXiv preprint arXiv:2303.17195},
  year={2023}
}