Testing out Diffusion-based models for weather and PV forecasting
☆18Updated this week
Alternatives and similar repositories for diffusion_weather
Users that are interested in diffusion_weather are comparing it to the libraries listed below
Sorting:
- ☆17Feb 14, 2024Updated 2 years ago
- ☆10Jul 15, 2024Updated last year
- ☆19Mar 13, 2025Updated 11 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated 2 weeks ago
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆15Mar 4, 2025Updated 11 months ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- flexpart安装教程☆11Aug 25, 2019Updated 6 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆26Jun 6, 2025Updated 8 months ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆48Mar 21, 2024Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆29Jun 4, 2024Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Aug 16, 2024Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- Uncertainty quantification for data-driven weather models.☆14Apr 9, 2025Updated 10 months ago
- Collections of functions for plotting WRF data☆12Apr 25, 2023Updated 2 years ago
- Tutorial for accessing ERA5 data on AWS for use in running the Weather Research and Forecasting (WRF) model☆13May 23, 2024Updated last year
- The main goal of FengWu-GHR is to enable LWM inference with minimal setup and state-of-the-art performance on a wide variety of hardware …☆16Mar 25, 2025Updated 11 months ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 3 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆159Dec 20, 2023Updated 2 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆29Nov 19, 2022Updated 3 years ago
- ☆27May 18, 2024Updated last year
- ☆41Oct 21, 2021Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Nov 15, 2022Updated 3 years ago
- ☆15Jun 4, 2014Updated 11 years ago
- Interactive textbook on state space models☆12Apr 11, 2022Updated 3 years ago
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, merid…☆10Jul 4, 2023Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆284Updated this week
- Bias correction of air quality CAMS model predictions by using OpenAQ observations.☆12Sep 17, 2021Updated 4 years ago
- ☆15Aug 25, 2019Updated 6 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10May 21, 2022Updated 3 years ago
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆11Apr 3, 2023Updated 2 years ago
- An automated tracker for tropical cyclone precursors☆12Mar 23, 2025Updated 11 months ago
- ☆35Jan 23, 2023Updated 3 years ago
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Apr 16, 2021Updated 4 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Dec 8, 2022Updated 3 years ago
- ☆37Sep 12, 2025Updated 5 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 2 years ago