iclr2024submit / LT3PLinks
LONG-TERM TYPHOON TRAJECTORY PREDICTION: A PHYSICS-CONDITIONED APPROACH WITHOUT REANALYSIS DATA
☆20Updated last year
Alternatives and similar repositories for LT3P
Users that are interested in LT3P are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆136Updated 2 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☆29Updated 4 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆32Updated last year
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆19Updated 4 months ago
- [MM 2024]☆25Updated 4 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆112Updated 7 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆104Updated last month
- ☆46Updated last year
- ☆42Updated 7 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated 11 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- ☆30Updated last year
- ☆24Updated last year
- ☆14Updated 3 years ago
- ☆32Updated last year
- ☆30Updated last year
- ☆12Updated last year
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- ☆13Updated last year
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆36Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆17Updated 6 months ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆19Updated 2 years ago
- Awesome paper about AI for atmosphere science and oceanography☆33Updated 2 years ago
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆25Updated 2 weeks ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆196Updated 3 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆29Updated last year
- Initial public release of code for KARINA☆12Updated last year