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CliMA

46 indexed repositories · View on GitHub

• Oceananigans.jl

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

  Julia · 1412 stars

• ClimaAtmos.jl

  GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning

  Julia · 127 stars

• EnsembleKalmanProcesses.jl

  Derivative-free parameter calibration and uncertainty quantification for expensive models using ensemble Kalman methods

  Julia · 125 stars

• ClimaCore.jl

  GPU-capable dynamical core for the CliMA Earth System Model: spectral-element and finite-difference discretization tools

  Julia · 117 stars

• Land

  Everything within the Land model (Soil Plant Atmosphere Module, Land Hydrology, etc)

  Julia · 107 stars

• CalibrateEmulateSample.jl

  Stochastic Optimization, Learning, Uncertainty and Sampling

  Julia · 90 stars

• ClimaLand.jl

  Modular, GPU-capable land surface model of the CliMA Earth System Model, designed for data-driven parameterizations

  Julia · 73 stars

• RRTMGP.jl

  Fast, GPU-ready atmospheric radiative transfer in Julia: the RTE solver with RRTMGP correlated-k gas optics.

  Julia · 69 stars

• ClimaOcean.jl

  🌎 Regional-to-global coupled ocean and sea ice simulations based on Oceananigans

  Julia · 66 stars

• CloudMicrophysics.jl

  GPU-capable cloud microphysics and aerosol parameterizations for the CliMA Earth System Model

  Julia · 55 stars

• ClimaTimeSteppers.jl

  GPU-ready IMEX and multirate ODE solvers for large-scale scientific models

  Julia · 53 stars

• ClimaCoupler.jl

  ClimaCoupler: bringing atmosphere, land, and ocean together

  Julia · 47 stars

• GriddingMachine.jl

  Functions to read gridded data so as to feed Clima Land model

  Julia · 37 stars

• ClimaParams.jl

  Centralized parameter and physical-constant management for the CliMA Earth system modeling ecosystem

  Julia · 35 stars

• LESbrary.jl

  📚Generating Oceananigans large eddy simulation (LES) data for calibrating parameterizations

  Julia · 30 stars

• ClimaSeaIce.jl

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

  Julia · 30 stars

• OceanParameterizations.jl

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

  Julia · 22 stars

• ParameterEstimocean.jl

  🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

  Julia · 22 stars

• SurfaceFluxes.jl

  GPU-capable surface fluxes between atmosphere, ocean, and land via Monin-Obukhov Similarity Theory

  Julia · 21 stars

• Cloudy.jl

  :cloud_with_rain: Multi-moment cloud microphysics toy model

  Julia · 19 stars

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