ai2cm / ace
Ai2 Climate Emulator
☆80Updated this week
Alternatives and similar repositories for ace:
Users that are interested in ace are comparing it to the libraries listed below
- Lorenz 1996 two time-scale model for learning machine learning☆48Updated last week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆80Updated last year
- ☆89Updated 9 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆93Updated last year
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆55Updated last year
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆36Updated 2 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆112Updated 10 months ago
- ☆43Updated this week
- ☆111Updated 3 years ago
- Diffusion for climate downscaling☆49Updated 7 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆87Updated 6 months ago
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆53Updated 3 weeks ago
- A lower-level API for Machine Learning inference in operations☆36Updated 7 months ago
- AtmoRep model code☆46Updated 2 weeks ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆26Updated last week
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆36Updated last year
- ☆40Updated last month
- ☆21Updated this week
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆30Updated 3 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆32Updated 8 months ago
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 2 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆65Updated 4 months ago
- Benchmarking of MLWP and NWP focusing on extreme meteorological events with emphasis on explainable material impacts to society and stake…☆32Updated this week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆26Updated this week
- material for the CSU-led machine learning tutorial for earth science research☆89Updated 2 years ago
- ☆40Updated 3 years ago
- ☆13Updated last month
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 months ago