robbiewatt1 / ClimateDiffuse
Diffusion for climate downscaling
☆52Updated 8 months ago
Alternatives and similar repositories for ClimateDiffuse:
Users that are interested in ClimateDiffuse are comparing it to the libraries listed below
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated 3 weeks ago
- ☆24Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆20Updated 9 months ago
- ☆40Updated 3 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆33Updated 9 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆67Updated 3 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆66Updated 10 months ago
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- Ai2 Climate Emulator☆87Updated last month
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆16Updated this week
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆25Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- ☆23Updated 9 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆82Updated 3 weeks ago
- Awesome paper about AI for atmosphere science and oceanography☆29Updated last year
- ☆31Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆29Updated 11 months ago
- Diffusion Probabilistic Downscaling Model☆21Updated 8 months ago
- CNN based ENSO all season forecast model☆18Updated 7 months ago
- ☆18Updated 11 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆30Updated 3 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- ☆40Updated 2 months ago
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆13Updated 3 months ago
- ☆25Updated this week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- post-processing experiments with neural networks☆61Updated 3 years ago
- AtmoRep model code☆46Updated last week
- Deep learning approaches for statistical downscaling in climate☆72Updated 2 years ago