A cascade machine learning forecasting system for 15-day global weather forecast

We present the NASA Ames Legacy Mars Global Climate Model for public release. This model uses a modified version of the ARIES/GEOS dynamical core coupled with a set of Mars physics packages to simu…

GFDL's Flexible Modeling System

The GFDL atmos_cubed_sphere dynamical core code

A dynamical core for global atmospheric modeling

Implementation of the FV3GFS / SHiELD atmospheric model in Python

Ai2 Climate Emulator

Re-write of FV3GFS weather/climate model in Python

Python library for generating high-performance implementations of stencil kernels for weather and climate modeling from a domain-specific language (DSL).

Implementation of physically informed neural network (PINN) to numerically solve the primitive equations (PE). Numerical component of Hu, R., Lin, Q., Raydan, A. et al. Higher-order error estimates…

Play atmospheric modelling like it's LEGO.

The Simple Dynamical Core Lab is a personal project to explore some numerical algorithms involved in primitive equations models of atmospheric dynamics in a simplified setting

An official implementation of Pangu-Weather

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

Foundation model for weather & climate

A benchmark dataset for data-driven weather forecasting

Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture

Deep Learning Weather Prediction

Deep learning models for global weather prediction on a cubed sphere

Python code to manage ERA5 downloads at NCI

Functions and Python scripts to ingest ERA5 data into Google Earth Engine

Adaptive FNO transformer - official Pytorch implementation

The open-source solutions of FourCastNet and GraphCast

Initial public release of code, data, and model weights for FourCastNet