neuralgcm

Hybrid ML + physics model of the Earth's atmosphere

NeuralGCM's differentiable dycore

Nudging and ensemble involution with NeuralGCM

This research project explores LSTM RNNs for cyclone forecasting, comparing their accuracy and efficiency to state-of-the-art NeuralGCM and HAFS models.

Coordinate axes for scientific computing in JAX