Diffusion for climate downscaling
☆87Jun 28, 2024Updated 2 years ago
Alternatives and similar repositories for ClimateDiffuse
Users that are interested in ClimateDiffuse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆31Jun 4, 2024Updated 2 years ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆28Apr 18, 2022Updated 4 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆98Feb 25, 2025Updated last year
- Diffusion Probabilistic Downscaling Model☆30Jul 8, 2024Updated last year
- Code for CLIMEA-BCUD☆12Apr 25, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆109Feb 21, 2025Updated last year
- ☆37Sep 12, 2025Updated 9 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆101Jul 30, 2024Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆28May 12, 2023Updated 3 years ago
- Deep learning approaches for statistical downscaling in climate☆74Jul 1, 2022Updated 3 years ago
- The course material for the programming course in DEES, University of Manchester☆10Jan 6, 2026Updated 5 months ago
- Solves and propagates synchrotron radiation from a relativistic electron beam traversing bending magnets.☆14Jul 5, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Source code for ClimateLearn☆352Mar 16, 2024Updated 2 years ago
- ☆11Jul 15, 2024Updated last year
- Latent diffusion for generative precipitation nowcasting☆145Jul 10, 2023Updated 2 years ago
- ☆26Mar 10, 2024Updated 2 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆254Jul 15, 2025Updated 11 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆37Jul 21, 2025Updated 11 months ago
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆44Jan 23, 2026Updated 5 months ago
- Clean, easier to use version of the downscaling cGAN☆25Feb 26, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Python package for Climate Field Reconstruction☆21Updated this week
- Initial public release of code for KARINA☆13Oct 2, 2024Updated last year
- ☆13Jan 6, 2023Updated 3 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆100Apr 17, 2025Updated last year
- Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.☆81Mar 24, 2026Updated 3 months ago
- ☆15May 9, 2024Updated 2 years ago
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆15Updated this week
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆155Oct 17, 2025Updated 8 months ago
- ☆33Apr 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 3 months ago
- A benchmark for the next generation of data-driven global weather models.☆621Jun 6, 2026Updated 3 weeks ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆22Jun 4, 2026Updated 3 weeks ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆129Sep 18, 2025Updated 9 months ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆27Dec 9, 2024Updated last year
- ☆35Jan 23, 2023Updated 3 years ago