sipposip

simple-gcm-deep-learning. code developed for the paper "Toward Data‐Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning"

pr-disagg-radar-gan. Python

code-for-Generalization-properties-of-neural-networks-trained-on-Lorenz-systems. Python

ensemble-neural-network-weather-forecasts. Python

Predicting-weather-forecast-uncertainty-with-machine-learning. Code for the paper "Predicting weather forecast uncertainty with machine learning"(2018) by S. Scher and G. Messori in QJRMS

physics-informed-ML-NWP. Python

jobservice-ads-lterm-impact. Python

xarray_clim. wrapper functions for xarray to perform common tasks in analyzing gridded climate and weather data

nn-svd-weather. Python