Weather and Climate Examples#
Weather and climate modeling examples using PhysicsNeMo.
Examples: Weather and Climate
- ERA5 Data Downloader and Converter
- GraphCast for weather forecasting
- Adaptive Fourier Neural Operator (AFNO) for weather forecasting
- Deep Learning Weather Prediction (DLWP) model for weather forecasting
- Deep Learning Weather Prediction (DLWP-HEALPIX) model for weather forecasting
- Diagnostic models in PhysicsNeMo (precipitation)
- Unified Recipe for Training Global Weather Forecasting Models
- Generative Correction Diffusion Model (CorrDiff) for Km-scale Atmospheric Downscaling
- StormCast: Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling