paulaharder / deep-downscaling-overviewLinks
A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
☆103Updated 8 months ago
Alternatives and similar repositories for deep-downscaling-overview
Users that are interested in deep-downscaling-overview are comparing it to the libraries listed below
Sorting:
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆91Updated 8 months ago
- Diffusion for climate downscaling☆74Updated last year
- Ai2 Climate Emulator☆143Updated last week
- ☆40Updated 4 years ago
- A generative foundation model for the kilometer-scale atmosphere☆84Updated last week
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆42Updated last year
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆96Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Deep learning approaches for statistical downscaling in climate☆73Updated 3 years ago
- ☆33Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆50Updated last month
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆50Updated this week
- ☆33Updated last week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆61Updated last week
- post-processing experiments with neural networks☆63Updated 3 years ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 3 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 7 months ago
- ☆106Updated last year
- ☆35Updated 2 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated last month
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated 2 weeks ago
- ☆26Updated last year
- DeepR: Deep Reanalysis☆27Updated 2 years ago
- DeepSD Super-resolution for Climate Downscaling in KDD 2017☆96Updated 3 years ago
- ☆45Updated 10 months ago
- Core packages for Anemoi.☆94Updated last week