m2lines / pyqg_parameterization_benchmarksLinks
Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"
☆13Updated 2 years ago
Alternatives and similar repositories for pyqg_parameterization_benchmarks
Users that are interested in pyqg_parameterization_benchmarks are comparing it to the libraries listed below
Sorting:
- Quasigeostrophic model in python☆150Updated 8 months ago
- ☆60Updated 2 years ago
- Specification for intercomparison of AI-based climate models☆19Updated 2 weeks ago
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆58Updated 2 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆58Updated 2 weeks ago
- This repository describes eNATL60 simulations performed by Ocean Next and the MEOM group @ IGE in 2019.☆27Updated 2 years ago
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆53Updated 9 months ago
- Use Deep Learning in Data Assimilation☆61Updated last year
- A python based infrastructure for cloud large eddy simulation.☆96Updated 2 years ago
- Source code for the General Ocean Turbulence Model☆63Updated 2 weeks ago
- ☆28Updated this week
- Re-write of FV3GFS weather/climate model in Python☆22Updated last week
- Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …☆48Updated 2 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆41Updated 7 months ago
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆40Updated 2 years ago
- Shallow Water Equations in Python☆44Updated 7 years ago
- Lagrangian particle tracking code (version 7).☆20Updated last month
- A simple atmospheric model☆21Updated 9 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆73Updated last week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Updated 3 years ago
- NERSC Ensemble Data Assimilation System☆14Updated last week
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆58Updated 3 months ago
- FlowSieve coarse-graining code base☆24Updated 2 weeks ago
- Quasi-geostrophic spectral solver in PyTorch☆18Updated 3 years ago
- Quasigeostrophic model in JAX (port of PyQG)☆22Updated 2 weeks ago
- Call XGBoost from Fortran☆12Updated 2 years ago
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- Python code for data assimilation methods☆54Updated 3 years ago
- Parallel Data Assimilation Framework☆42Updated 5 months ago