Code for neural network parameterization project
☆76Apr 24, 2020Updated 5 years ago
Alternatives and similar repositories for CBRAIN-CAM
Users that are interested in CBRAIN-CAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for neural network parameterization project☆19Nov 6, 2023Updated 2 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Feb 12, 2020Updated 6 years ago
- post-processing experiments with neural networks☆64Nov 23, 2021Updated 4 years ago
- Airborne Weather Observations Toolkit - A python-based package☆16Oct 28, 2020Updated 5 years ago
- A toolkit for building planetary/Earth system models in Python☆51Mar 3, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆50Nov 19, 2018Updated 7 years ago
- Tools for analysis of climate model data☆17Nov 8, 2024Updated last year
- ☆110Jun 10, 2021Updated 4 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆37Oct 27, 2017Updated 8 years ago
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 5 years ago
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Dec 15, 2022Updated 3 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆12Mar 26, 2019Updated 7 years ago
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- ☆42Oct 21, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆61Mar 10, 2025Updated last year
- A two-way deep learning bridge between Keras and Fortran☆189Feb 23, 2024Updated 2 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆22Mar 25, 2023Updated 3 years ago
- Deep Learning for Climate☆11Mar 5, 2018Updated 8 years ago
- TrajStat plugin for MeteoInfo Java version☆22Apr 20, 2024Updated last year
- An MPI-parallelised non-linear shallow water model in 1D.☆13Feb 2, 2021Updated 5 years ago
- A package for HYSPLIT air parcel trajectory analysis.☆172Jan 9, 2024Updated 2 years ago
- Quasi-geostrophic spectral solver in PyTorch☆18Sep 18, 2022Updated 3 years ago
- Tools for working with machine learning in earth science☆95Mar 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 3 years ago
- ☆12Feb 25, 2020Updated 6 years ago
- Software package to access S5p Tropomi data products.☆18Mar 27, 2026Updated 2 weeks ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…