NCAR / mlmicrophysics
Machine learning emulators for microphysical processes.
☆14Updated 3 months ago
Alternatives and similar repositories for mlmicrophysics:
Users that are interested in mlmicrophysics are comparing it to the libraries listed below
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆15Updated 2 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆38Updated 4 months ago
- ☆14Updated 4 years ago
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …☆46Updated last year
- code for simple models of the atmosphere and ocean☆29Updated 3 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆30Updated 2 months ago
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆46Updated 10 months ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆29Updated 2 months ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆32Updated last week
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Python code to manage ERA5 downloads at NCI☆32Updated 3 years ago
- ☆56Updated last year
- Diffusion-based Spatial Filtering of Gridded Data☆40Updated 3 months ago
- Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️☆24Updated 3 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆15Updated 2 years ago
- Forecast Verification/Validation Tools in Python☆34Updated last year
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆51Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆48Updated 2 weeks ago
- Tools for deep learning and ensemble forecasting☆13Updated 6 years ago
- ☆23Updated this week
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 6 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆65Updated 5 months ago
- A simple atmospheric model☆18Updated 8 years ago
- A python-based linear inverse modeling suite☆26Updated 5 years ago
- Python wrapper for the FV3-based global climate model☆28Updated 2 years ago
- Neural Networks based unified physics parameterization for atmospheric models☆4Updated 10 months ago
- Tools to support analysis of POP2-CESM model solutions☆25Updated last month
- This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Eart…☆14Updated 2 years ago