"Physics - Atmospheric and Oceanic Physics"

Inductive Biases in Deep Learning Models for Weather Prediction

Deep learning has recently gained immense popularity in the Earth sciences as it enables us to formulate purely data-driven models of complex Earth system processes. Deep learning-based weather prediction (DLWP) models have made significant progress …