prl900 / precip-encoder-decoders

TensorFlow encoder-decoder models for forecasting rain using ERA-Interim data.

A data-driven approach to precipitation parameterizations using convolutional encoder-decoder neural networks

Keras TensorFlow implementation of the models presented in the paper:

https://arxiv.org/abs/1903.10274

Data to reproduce the experiments can be found here