Oceananigans.jl
Fast and friendly fluid dynamics on CPUs and GPUs.
climate climate-change data-assimilation fluid-dynamics gpu julia machine-learning ocean
Hydrosphere - Ocean Models - Last synced: 28 Aug 2026 - Ranking: 21.6
ClimaCore
Constitutes the dynamical core of the CliMA atmosphere and land models, providing discretization tools to solve the governing equations of the earth system model components.
climate-modeling dynamical-core earth-system-model finite-difference gpu high-performance-computing julia numerical-methods pde scientific-computing spectral-elements
Climate Change - Earth and Climate Modeling - Last synced: 28 Aug 2026 - Ranking: 20.1
PySDM
Pythonic particle-based warm-rain/aqueous-chemistry cloud microphysics package.
atmospheric-modelling atmospheric-physics cuda gpu gpu-computing monte-carlo-simulation numba nvrtc particle-system physics-simulation pint pypi-package python research simulation thrust
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 28 Aug 2026 - Ranking: 17.7
RRTMGP.jl
A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models.
atmospheric-science climate climate-model correlated-k cuda earth-system-model gpu julia radiation radiative-transfer rrtmgp rte
Atmosphere - Radiative Transfer - Last synced: 28 Aug 2026 - Ranking: 17.1
ClimaLand.jl
Create and run land models in integrated or standalone modes.
climate climate-modeling earth-system-model gpu hydrology julia land land-surface-model machine-learning scientific-computing snow soil vegetation
Natural Resources - Soil and Land - Last synced: 28 Aug 2026 - Ranking: 17.0
Veros
Powerful tool that makes high-performance ocean modeling approachable and fun.
climate distributed geophysics gpu jax multi-core oceanography parallel python
Hydrosphere - Ocean Models - Last synced: 28 Aug 2026 - Ranking: 14.6
Zamba
A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images.
animals camera-traps chimps cli conservation deep-learning ecology gpu images jungle machine-learning neural-network python pytorch pytorch-lightning video-processing videos
Biosphere - Terrestrial Wildlife - Last synced: 28 Aug 2026 - Ranking: 11.9
CloudMicrophysics.jl
Provides a library of cloud microphysics and aerosol parameterizations for the CliMA Earth System Model.
aerosols atmospheric-physics climate-modeling cloud-microphysics gpu ice-nucleation julia parameterization precipitation scientific-computing
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 28 Aug 2026 - Ranking: 8.3
BG_Flood
The model is designed to simulate flood/inundation caused by tsunami, river, rain, tide or storm surge (from wind stress or atm pressure differential) or any combination of these.
adaptive flood gpu inundation rain river storm surge tsunami
Climate Change - Natural Hazard and Storms - Last synced: 29 Aug 2026 - Ranking: 6.5
ClimaAtmos.jl
A library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools.
atmosphere atmospheric-modeling climate climate-modeling data-assimilation earth-system-model fluid-dynamics gpu julia machine-learning optimization scientific-computing
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 28 Aug 2026 - Ranking: -Infinity
GEOS
A simulation framework for modeling coupled flow, transport, and geomechanics in the subsurface.
carbon-storage geomechanics gpu hpc llnl reservoir-simulation
Emissions - Carbon Capture - Last synced: 28 Aug 2026 - Ranking: -Infinity
MICM Chemistry
A unique chemistry module that can be implemented in any atmosphere model used at NCAR.
atmospheric-chemistry atmospheric-modeling atmospheric-science cuda gpu gpu-acceleration hpc ode-solver
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 28 Aug 2026 - Ranking: -Infinity
