🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Machine learning (and uncertainty quantification?) of climate model parameterizations using differentiable (and probabilistic?) programming.

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

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.

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

🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

Makie.jl based functions to visualize parameterization interactively.

Some utility functions for helping with customized Pkg.jl operations

Modular random feature approximation in Julia

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

A simple GPU-capable root solver package

A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models.

Polynomials for efficiently computing the density of seawater

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

A package containing a library of moist thermodynamic relations.

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

A turbulence-convection single column model cloud parameterization.

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