Learning low-dimensional representations of ensemble forecast fields using autoencoder-based methods

Jieyu Chen, Kevin Höhlein, Sebastian Lerch

Large-scale numerical simulations often produce high-dimensional gridded data that is challenging to process for downstream applications. A prime example is numerical weather predi…