ClimODE
Climate forecasting framework
A framework for training and evaluating physics-informed neural ODEs for climate and weather forecasting
ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
75 stars
0 watching
9 forks
Language: Python
last commit: 7 months ago
Linked from 1 awesome list
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 climdyn/qgs | A flexible Python framework for simulating the dynamics of atmospheric models in midlatitudes | 37 |
 pangeo-data/climpred | Verification and analysis of weather and climate forecasts using Python. | 234 |
 zmlabe/icevarfigs | Tools and scripts for analyzing climate data and producing visualizations | 82 |
 climt/climt | A toolkit for building climate models with Python | 165 |
 gaelforget/climatemodels.jl | An interface to climate models and tracked workflow framework | 43 |
 climopy-dev/climopy | A toolset for analyzing climate data | 24 |
 climlab/climlab | A flexible Python package for simulating complex climate models as collections of individual processes. | 219 |
 clima/climaatmos.jl | A Julia package for building atmospheric circulation models leveraging data assimilation and machine learning tools. | 85 |
| clima/oceananigans.jl | Software for fast and flexible finite volume simulations of fluid dynamics on CPUs and GPUs | 1,008 |
 mllam/neural-lam | A software framework for training and evaluating neural networks for weather prediction in specific geographic areas. | 126 |
 alan-turing-institute/clim-recal | A data-processing pipeline for climate modeling and bias correction. | 9 |
 ouranosinc/xclim | A Python library for constructing climate indicators and performing data treatment workflows | 335 |
 noaa-gfdl/pace | An atmospheric model implementation in Python | 15 |
 cerfacs-globc/icclim | Tools for calculating climate indices and indicators from weather data | 84 |
 btschwertfeger/python-cmethods | A collection of bias correction techniques for climate data analysis | 60 |