ai2cm / aceLinks
Ai2 Climate Emulator: fast machine learning models for weather and climate prediction
☆155Updated this week
Alternatives and similar repositories for ace
Users that are interested in ace are comparing it to the libraries listed below
Sorting:
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 10 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆93Updated 10 months ago
- ☆108Updated last year
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated last month
- The repository of the WeatherGenerator project☆96Updated this week
- A generative foundation model for the kilometer-scale atmosphere☆88Updated last week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆63Updated this week
- ☆60Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆89Updated this week
- ☆33Updated this week
- A lower-level API for Machine Learning inference in operations☆37Updated 2 weeks ago
- Lorenz 1996 two time-scale model for learning machine learning☆57Updated 2 weeks ago
- ☆45Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 9 months ago
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆56Updated 2 months ago
- Core packages for Anemoi.☆101Updated this week
- Extreme weather detection and characterization☆115Updated last week
- material for the CSU-led machine learning tutorial for earth science research☆91Updated 3 years ago
- ☆18Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆97Updated last year
- generation of training-optimised weather datasets from declarative syntax☆12Updated last month
- Benchmarking of weather forecasts based on station observations☆81Updated 5 months ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆51Updated 2 months ago
- ☆13Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 8 months ago
- Global Ocean Emulator☆36Updated 6 months ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 3 years ago
- A modular framework for evaluating weather forecasts☆165Updated this week
- ☆24Updated last week