JimengShi / DL-Foundation-Models-WeatherLinks
Curated papers on survey paper "deep learning and foundation models for weather prediction".
☆46Updated last month
Alternatives and similar repositories for DL-Foundation-Models-Weather
Users that are interested in DL-Foundation-Models-Weather are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆110Updated 3 months ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆29Updated 3 weeks ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆33Updated 6 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆145Updated 2 months ago
- ☆53Updated last year
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated last year
- ☆48Updated 4 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆18Updated 10 months ago
- ☆10Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆175Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆95Updated last year
- Latent diffusion for generative precipitation nowcasting☆139Updated 2 years ago
- Initial public release of code for KARINA☆13Updated last year
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- ☆32Updated last year
- ☆14Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆16Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆224Updated 5 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Updated 11 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆152Updated 2 years ago
- ☆25Updated last year
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆275Updated 10 months ago
- Diffusion Probabilistic Downscaling Model☆29Updated last year
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆13Updated last year
- [MM 2024]☆25Updated 6 months ago