A collection of research papers on Diffusion Models for Weather Forecasting.
☆242Jul 15, 2025Updated 7 months ago
Alternatives and similar repositories for Awesome-Diffusion-Models-for-Weather-Forecasting
Users that are interested in Awesome-Diffusion-Models-for-Weather-Forecasting are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆117Sep 18, 2025Updated 5 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆341Jun 23, 2025Updated 8 months ago
- A curated list of awesome resources related to using AI for weather forecasting and climate modeling.☆18Mar 1, 2025Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆151Oct 17, 2025Updated 4 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Apr 17, 2025Updated 10 months ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆24Dec 9, 2024Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Apr 2, 2025Updated 11 months ago
- ☆75Mar 17, 2025Updated 11 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Mar 18, 2025Updated 11 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Apr 10, 2024Updated last year
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆226Oct 27, 2025Updated 4 months ago
- ☆40Jun 29, 2025Updated 8 months ago
- Latent diffusion for generative precipitation nowcasting☆140Jul 10, 2023Updated 2 years ago
- ☆60Oct 29, 2024Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆30Jun 4, 2024Updated last year
- Research all papers and codes related to weather forecasting based on artificial intelligence methods, including but not limited to deep …☆19Aug 5, 2025Updated 7 months ago
- A benchmark for the next generation of data-driven global weather models.☆592Jan 16, 2026Updated last month
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆280Feb 3, 2025Updated last year
- Diffusion for climate downscaling☆83Jun 28, 2024Updated last year
- ☆47Mar 13, 2025Updated 11 months ago
- Integrating Large Weather Models with Data Assimilation☆22Jun 2, 2024Updated last year
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆203Feb 19, 2026Updated 2 weeks ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆55Feb 14, 2026Updated 2 weeks ago
- ☆47Jan 9, 2025Updated last year
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆188Feb 4, 2025Updated last year
- Dataset loader for the Digital Typhoon Project | Kitamoto Lab☆21Aug 19, 2025Updated 6 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Aug 16, 2024Updated last year
- A modular framework for evaluating weather forecasts☆185Feb 27, 2026Updated last week
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- A benchmark dataset for data-driven weather forecasting☆813Dec 8, 2023Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 4 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆277Updated this week
- A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.☆89Oct 19, 2024Updated last year
- Official implementation of Earthformer☆439Jul 16, 2023Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆284Feb 23, 2026Updated last week
- Tooling for creating, visualising and storing data-driven weather-model graphs☆26Nov 12, 2025Updated 3 months ago
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- ☆26Mar 10, 2024Updated last year