Climate modeling and atmospheric physics in Julia
13 repos
Computational libraries for simulating climate, weather, and atmospheric processes using Julia. The cluster centers on ClimaCore (a dynamical core framework), ClimaAtmos (atmospheric modeling), and ClimaLand (land surface processes), along with supporting modules for thermodynamics, radiative transfer (RRTMGP), and surface fluxes. All 14 repositories are Julia-based, with strong emphasis on GPU acceleration and machine learning for data assimilation, reflecting modern Earth system modeling practices.
Julia · 13
julia ·2,138
gpu ·1,955
machine-learning ·1,840
climate ·1,707
data-assimilation ·1,701
fluid-dynamics ·1,607
ocean ·1,434
climate-change ·1,413
scientific-computing ·588
climate-modeling ·507
Related clusters
CliMA/ClimaTimeSteppers.jl
GPU-ready IMEX and multirate ODE solvers for large-scale scientific models