seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
☆19Updated this week
Alternatives and similar repositories for Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
Users that are interested in Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery are comparing it to the libraries listed below
Sorting:
- ☆40Updated 6 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated 6 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆120Updated 7 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆80Updated 4 months ago
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆32Updated 7 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆38Updated last year
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆15Updated last year
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆90Updated 4 months ago
- ☆13Updated 3 years ago
- ☆26Updated 2 years ago
- ☆11Updated 6 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- Initial public release of code for KARINA☆11Updated 7 months ago
- ☆31Updated last year
- LONG-TERM TYPHOON TRAJECTORY PREDICTION: A PHYSICS-CONDITIONED APPROACH WITHOUT REANALYSIS DATA☆20Updated 10 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆16Updated 4 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆13Updated 6 months ago
- ☆11Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆13Updated this week
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆13Updated 5 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated 11 months ago
- Integrating Large Weather Models with Data Assimilation☆15Updated 11 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆24Updated 8 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 7 months ago
- This is a Pytorch implementation of PredRNN++☆38Updated 5 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆22Updated 11 months ago
- MM'2024☆18Updated 9 months ago
- Diffusion Probabilistic Downscaling Model☆23Updated 10 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆94Updated last month
- ☆24Updated last year