Master AI weather forecasting from basics to research-grade workflows.
Learn basic autoregression with GFS + DLWP. Your first AI weather forecast!
Medium-range NWP with GraphCast Small. Predict the week ahead.
Understanding forecast uncertainty with Gaussian perturbations.
Track tropical cyclones with TCTrackerVitart algorithm.
Downscale from 100km to 5km with CorrDiff model.
Compare global and regional forecasts for your area.
Analyzing rainfall predictions and verification.
Understanding upper-level atmospheric patterns.
High-resolution rapid refresh modeling for severe weather.
Subseasonal-to-seasonal predictions for long-range outlooks.
Compare multiple AI weather models head-to-head.
CRPS, ACC, and RMSE explained with real data.
Generative AI for probabilistic weather forecasting.
Build your own forecast pipelines with Earth-2Studio.
Beat the AI in forecast accuracy competition.