Skip to Content
Earth ClimateWeather Forecasting

Weather Forecasting

Neural network weather models — data-driven forecasting and benchmarks.

Tools Datasets

Neural weather models trained on reanalysis data (ERA5) have demonstrated competitive or superior performance to traditional numerical weather prediction (NWP) at medium-range timescales.

Tools

GraphCast GNN-based global weather prediction (DeepMind) Pangu-Weather Transformer-based weather forecasting (Huawei) FourCastNet Fourier neural operator for weather (NVIDIA)

Datasets

Weather Forecasting Benchmarks

WeatherBench 2 ML weather forecasting benchmark ERA5 Global atmospheric reanalysis data from ECMWF ML4Sci Datasets Berkeley Lab's curated scientific ML datasets
Remote SensingNew to AI