A package for constructing Broadcasted objects from broadcast expressions

A Julia package for decomposing tuples into a collection of NTuples.

A toolkit for optimizing Julia code that uses statically sized iterators.

A Julia package for fusing broadcast expressions into optimized kernels

A Julia package for fusing multiple broadcast expressions together

An analysis library for ClimaDiagnostics (and, more generally, NetCDF files)

🌐 Recipes and tools for generating spherical shell grids for ocean simulations with Oceananigans

Shared utilities for the CliMA project

🧊 Coupled and stand-alone simulations of sea ice for Earth system modeling

Makie.jl based functions to visualize parameterization interactively.

Calibration pipeline for ClimaAtmos.jl

Biogeochemistry model for Clima-Ocean

Some utility functions for helping with customized Pkg.jl operations

🌎 Tools for realistic regional-to-global ocean simulations, and coupled ocean + sea-ice simulations based on Oceananigans and ClimaSeaIce. Basis for the ocean and sea-ice component of CliMA's Earth system model.

Repository that containts climate relevant ML datasets from the Climate Modeling Alliance.

A framework to define and output observables and statistics from CliMA simulations

Modular random feature approximation in Julia

This project contains the CliMA superresolution work using Julia's Flux.jl and SciML.jl frameworks.

Prescribed flow models for testing cloud microphysics schemes.

Prescribed flow models for testing cloud microphysics schemes.

A package for regression tests over NCDatasets.

A library of atmospheric profiles

A simple package for reporting temporal convergence tests for OrdinaryDiffEq.jl's integrator object.

A package for reporting metrics (e.g., allocations)

Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

Clima's Land Model

Clima's Land Model

Generalized Hilbert space-filling curves

For CliMA distributed computing

A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods

A library of cloud microphysics parameterizations

A package for computing surface fluxes between the atmosphere, ocean and land models.

A turbulence-convection single column model cloud parameterization.

ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!

🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

A lightweight wrapper around Julia Artifacts

CliMA model dycore

Tools for generating cubed sphere grids and solving partial differential equations on the sphere.

Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.

ClimaCoupler: bringing atmosphere, land, and ocean together