weatherbench2

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Junu-Choi / astra-wx

Astra: efficient probabilistic weather forecasting at 0.25° with two-sided transport attention (Kantorovich Attention). Paper overview and the 0.25° evaluation code for arXiv:2610.35545.

attention-mechanism optimal-transport jax probabilistic-forecasting weather-forecasting crps ensemble-forecasting weatherbench2

Updated Nov 6, 2026
Python

AswaniSahoo / weather-transformer-scratch

Star

4.8M-parameter Vision Transformer for ERA5 weather forecasting, attention written from scratch in PyTorch. 27% lower RMSE than persistence.

deep-learning transformers pytorch from-scratch weather-forecasting era5 vision-transformer physics-informed-ml ai-for-science climate-ai weatherbench2

Updated Nov 1, 2026
Python

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