caglarkucuk / earthformer-satellite-to-radarLinks
☆18Updated last year
Alternatives and similar repositories for earthformer-satellite-to-radar
Users that are interested in earthformer-satellite-to-radar are comparing it to the libraries listed below
Sorting:
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24Updated 2 years ago
- ☆19Updated 10 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆28Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- ☆36Updated 6 months ago
- ☆41Updated 4 years ago
- ☆10Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- a GAN for precipitation downscaling☆43Updated 3 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆23Updated last year
- Code for working with the SEVIR weather dataset☆42Updated 3 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated last month
- ☆14Updated 3 years ago
- AI Challenges based on the SEVIR weather dataset☆46Updated 6 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆27Updated 2 years ago
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Updated last year
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- ☆57Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Updated last year
- Diffusion Probabilistic Downscaling Model☆29Updated last year
- Diffusion for climate downscaling☆79Updated last year
- ☆30Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Updated 2 years ago
- Awesome paper about AI for atmosphere science and oceanography☆35Updated 2 years ago
- ☆20Updated 7 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Updated last year
- ☆13Updated 3 years ago