Climate Modeling Alliance
Popular repositories
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Oceananigans.jl Public
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs -
ClimateMachine.jl Public
Climate Machine: an Earth System Model that automatically learns from data
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CalibrateEmulateSample.jl Public
Stochastic Optimization, Learning, Uncertainty and Sampling
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EnsembleKalmanProcesses.jl Public
Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
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Repositories
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- Oceananigans.jl Public
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs - CalibrateEDMF.jl Public
A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods
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- EnsembleKalmanProcesses.jl Public
Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
- ClimaAtmos.jl Public
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!
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- ParameterEstimocean.jl Public
🎲 Parameter estimation for Oceananigans using Ensemble Kalman Inversion. - TurbulenceConvection.jl Public
