DSIP-FBK / DiffScalerLinks
Latetnt Diffusion Downscaling of weather reanalysis
☆12Updated last month
Alternatives and similar repositories for DiffScaler
Users that are interested in DiffScaler are comparing it to the libraries listed below
Sorting:
- Diffusion for climate downscaling☆66Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆134Updated last year
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆26Updated 5 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆159Updated 5 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆163Updated 7 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆134Updated 2 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆170Updated 3 weeks ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆79Updated 3 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 5 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆93Updated last year
- ☆510Updated 5 months ago
- ☆32Updated last month
- ☆40Updated 3 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆44Updated 3 years ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆282Updated last month
- ☆107Updated 10 months ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆54Updated 3 years ago
- Code for working with the SEVIR weather dataset☆33Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆72Updated 4 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆191Updated 5 years ago
- ☆20Updated last year
- Deep learning approaches for statistical downscaling in climate☆72Updated 3 years ago
- post-processing experiments with neural networks☆62Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆86Updated 4 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- A package to download ECMWF open data☆250Updated last week
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆247Updated 6 months ago
- Core packages for Anemoi.☆66Updated this week