black-yt / ExtremeCastLinks
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
☆28Updated last year
Alternatives and similar repositories for ExtremeCast
Users that are interested in ExtremeCast are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆33Updated 6 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆83Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆116Updated 9 months ago
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- ☆53Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆145Updated 2 months ago
- ☆14Updated last year
- ☆47Updated 9 months ago
- ☆30Updated last year
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆19Updated 8 months ago
- ☆71Updated 9 months ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆19Updated 6 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆110Updated 3 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Updated last year
- ☆27Updated 3 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆90Updated 8 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆188Updated last week
- ☆19Updated 9 months ago
- ☆25Updated last year
- ☆14Updated 3 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆23Updated last year
- ☆48Updated 4 months ago
- Uncertainty quantification for data-driven weather models.☆14Updated 8 months ago
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆37Updated last year
- ☆36Updated 6 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Updated last year
- ☆26Updated last year