Top repositories
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Oceananigans.jl
π Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUsJulia
878
2
ClimateMachine.jl
Climate Machine: an Earth System Model that automatically learns from dataJulia
445
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Land
Everything within the Land model (Soil Plant Atmosphere Module, Land Hydrology, etc)Julia
92
4
ClimaCore.jl
CliMA model dycoreJulia
75
5
CalibrateEmulateSample.jl
Stochastic Optimization, Learning, Uncertainty and SamplingJulia
73
6
EnsembleKalmanProcesses.jl
Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.Julia
71
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ClimaAtmos.jl
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!Julia
66
8
Thermodynamics.jl
A package containing a library of moist thermodynamic relations.Julia
54
9
RRTMGP.jl
A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models.Julia
53
10
ClimaTimeSteppers.jl
A CPU- and GPU-friendly package for solving ordinary differential equationsJulia
43
11
GriddingMachine.jl
Functions to read gridded data so as to feed Clima Land modelJulia
34
12
ClimaParams.jl
Contains all universal constant and physical parameters in CLIMAJulia
33
13
CloudMicrophysics.jl
A library of cloud microphysics parameterizationsJulia
33
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ClimaLand.jl
Clima's Land ModelJulia
30
15
LESbrary.jl
πGenerating Oceananigans large eddy simulation (LES) data for calibrating parameterizationsJulia
27
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TurbulenceConvection.jl
A turbulence-convection single column model cloud parameterization.Julia
27
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ClimaOcean.jl
π Ocean component for CliMa's Earth system model based on OceananigansJulia
23
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OceanParameterizations.jl
Machine learning (and uncertainty quantification?) of climate model parameterizations using differentiable (and probabilistic?) programming.Julia
21
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CalibrateEDMF.jl
A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methodsJulia
20
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ParameterEstimocean.jl
π² Parameter estimation for Oceananigans using EnsembleKalmanProcessesJulia
20
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ClimaCoupler.jl
Repo for Coupler Specific Shared DevelopmentJulia
18
22
pycles
A python based infrastructure for cloud large eddy simulation.Fortran
15
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SurfaceFluxes.jl
A package for computing surface fluxes between the atmosphere, ocean and land models.Julia
15
24
Impero.jl
A symbolic language for equation specificationJulia
15
25
SeawaterPolynomials.jl
Polynomials for efficiently computing the density of seawaterJulia
13
26
Insolation.jl
Julia
12
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Cloudy.jl
π§οΈ Multi-moment cloud microphysics toy modelJulia
12
28
Canary.jl
Julia
12
29
ClimaSeaIce.jl
π§ Coupled and stand-alone simulations of sea ice for Earth system modelingJulia
11
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OperatorFlux.jl
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.Julia
10
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RandomFeatures.jl
Modular random feature approximation in JuliaJulia
10
32
CubedSphere.jl
Tools for generating cubed sphere grids and solving partial differential equations on the sphere.Julia
8
33
CliMAgen.jl
This project contains the CliMA superresolution work using Julia's Flux.jl and SciML.jl frameworks.Julia
7
34
Design-Docs
Design Documents for the Climate MachineTeX
7
35
NonlinearSolvers.jl
A simple GPU-friendly solver for a system of non-linear equationsJulia
7
36
LandHydrology.jl
The CliMA land hydrology model, including soil, snow, and surface processesJulia
6
37
OceanModelComparison.jl
Scripts and tools for comparing ocean models: OceanMachine.jl (discontinuous Galerkin), Oceananigans.jl, and MITgcm (both finite volume).Julia
6
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slurm-buildkite
Run buildkite jobs on a slurm clusterShell
6
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ParamViz.jl
Makie.jl based functions to visualize parameterization interactively.Julia
5
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SingleColumnModels.jl
Single column modelsJulia
5
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ParaviewCatalyst.jl
Julia
5
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GilbertCurves.jl
Generalized Hilbert space-filling curvesJulia
5
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ClimaOceanBiogeochemistry.jl
Biogeochemistry model for Clima-OceanJulia
5
44
Solvent.jl
A CPU- and GPU-friendly package for linear solversJulia
5
45
IdealizedSpectralGCM.jl
This is a toy spectral atmospheric model.Julia
5
46
ReportMetrics.jl
A package for reporting metrics (e.g., allocations)Julia
4
47
RootSolvers.jl
A simple GPU-capable root solver packageJulia
4
48
ClimaWorkshops
A repository that contains material for hands-on workshops and tutorials in CliMAJupyter Notebook
4
49
Kinematic1D.jl
1D rainshaft driver based on Shipway and Hill 2012 for warm rain microphysicsJulia
3
50
OceananigansDocumentation
A GitHub home for Oceananigans.jl documentation
3
51
climapy
Jupyter Notebook
3
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VizCalibrateEDMF
A Python toolkit for visualizing CalibrateEDMF resultsPython
3
53
MultiBroadcastFusion.jl
A Julia package for fusing multiple broadcast expressions togetherJulia
3
54
ClimaComms.jl
For CliMA distributed computingJulia
3
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CalibrateAtmos.jl
Calibration pipeline for ClimaAtmos.jlJulia
2
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GCMMesh
Computes meshes and partitions for box and spherical shell domains typically used for dynamical core simulations.Julia
2
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CliMADatasets.jl
Repository that containts climate relevant ML datasets from the Climate Modeling Alliance.Julia
2
58
ClimaShallowWater.jl
Julia
2
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DARPA-ACTM
Centralized documentation of software products related to the DARPA AI-assisted Climate Tipping-point Modeling project
2
60
slurmci
CI runner which submits CI tests as Slurm batch jobsJulia
2
61
Nimbus
Visualization package for large-eddy simulationsJavaScript
2
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AtmosphericProfilesLibrary.jl
A library of atmospheric profilesJulia
2
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ClimaSimulations.jl
Simulations of Earth system models and Earth system model componentsJulia
2
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UnrolledUtilities.jl
A Julia package that provides unrolled analogues to functions from `Base` and `Base.Iterators`Julia
2
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ODEConvergenceTester.jl
A simple package for reporting temporal convergence tests for OrdinaryDiffEq.jl's integrator object.Julia
2
66
diffusion-bridge-downscaling
Code to recreate results from "Unpaired Downscaling of Fluid Flows with Diffusion Bridges", Bischoff & Deck (2023). R&D project that shows how diffusion bridges can be applied to fluid simulations.Julia
2
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NCRegressionTests.jl
A package for regression tests over NCDatasets.Julia
1
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VizCES.jl
A toolkit for visualizing results from CalibrateEmulateSample.jlJulia
1
69
GeophysicalDissipation.jl
Validation and testing of dissipative continuous and numerical approximations for geophysical flowsJulia
1
70
MinimumWorkingExamples.jl
A repository of stand-alone minimum working example scripts.Julia
1
71
ArtifactWrappers.jl
A lightweight wrapper around Julia ArtifactsJulia
1
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ClimaEarth.jl
Earth system modeling software for simulations of the Earth system that couple ClimaAtmos, ClimaOcean, ClimaLSM, ClimaSeaIce, and moreJulia
1
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ClimaAtmosIdeas.jl
This repository contains the original ClimaAtmos source code, which has nice ideas that we should eventually draw from.Julia
1
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TurbulenceConvectionArtifacts.jl
Artifacts for the TurbulenceConvection repositoryJulia
1
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ImperoHooks.jl
Julia
1
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VizCLIMA.jl
A toolkit for visualizing CLIMA's resultsJupyter Notebook
1
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CGDycore.jl
Julia
1
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MultigridOceanSolvers.jl
Multigrid pressure solvers for Oceananigans
1
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FusibleBroadcasts.jl
A Julia package for fusing broadcast expressions into optimized kernelsJulia
1
80
ClimaAnalysis.jl
An analysis library for ClimaAtmosJulia
1
81
ClimaUtilities.jl
Shared utilities for the CliMA projectJulia
1