ai2cm

pace

Implementation of the FV3GFS / SHiELD atmospheric model in Python

ace

Ai2 Climate Emulator

fv3net

explore the FV3 data for parameterization

fv3core

This repository has moved, please visit https://github.com/ai2cm/pace for the latest development of fv3core.

shallow_water_demo

🌊 gt4py shallow water demo

fv3gfs-fortran

FV3GFS Fortran for internal development at AI2

dsl_workshop

Material of the DSL Workshop held together with NOAA in 2020

physics_standalone

Standalone version of the FV3GFS physical parametrizations

FourCastNet

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

radiation-cloud-ML-workflow

Workflow reproducibility repo for the radiation-cloud ML article submitted to JAMES

nudge-to-fine-25km-manuscript-workflow

packages

cyppy

Community Physics in Python - a Python wrapper for CCPP physics routines

fv3config

Manipulate FV3GFS run directories

fv3gfs-util

fv3gfs-physics has moved. Please visit https://github.com/ai2cm/pace.

gt4py

Python API for grid applications

modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

nudge-to-fine-scream-workflow

nudge-to-fine-scream workflow on Livermore Computing

zc-emulation-manuscript

Code to reproduce the training, results, and figures for the Zhao-Carr microphysics emulation manuscript

buildenv

fine-grid-ml-physics-manuscript

Workflow configuration and figure notebooks for "Neural network parameterization of subgrid-scale physics from a realistic geography global storm-resolving simulation"

modulus-makani

Massively parallel training of machine-learning based weather and climate models

nudge-to-3km-PIRE-1yr-workflow

Reproduces training data, results, and figures for nudged-to-PIRE work

nudge-to-fine-stellar-workflow

A full-complexity demonstration of the nudge-to-fine workflow on Stellar

out-of-sample

PIRE-post-processing-worfklow

scream-explore

A public repository for sharing EAMXX-related notebook analysis

SHiELD-minimal

SHiELD-wrapper

A Python-wrapped version of GFDL's SHiELD model

vcm-ml-example-data

Open access to data for documentation examples and tests of VCM-ML code