OpenEarthLab / FNPLinks
[NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
☆14Updated 8 months ago
Alternatives and similar repositories for FNP
Users that are interested in FNP are comparing it to the libraries listed below
Sorting:
- ☆17Updated last year
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆37Updated last year
- ☆35Updated 4 months ago
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆47Updated 7 months ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆18Updated 6 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆113Updated 8 months ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆16Updated 4 months ago
- ☆49Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆29Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆140Updated last month
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆32Updated 4 months ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆28Updated 8 months ago
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆26Updated last year
- Integrating Large Weather Models with Data Assimilation☆21Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- Latent Diffusion model for ensemble weather forecasting☆21Updated 5 months ago
- ☆13Updated last year
- ☆25Updated last year
- ☆14Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆77Updated last year
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆222Updated 3 weeks ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated last year
- Diffusion Probabilistic Downscaling Model☆28Updated last year
- ☆45Updated 8 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆42Updated last year
- [MM 2024]☆25Updated 5 months ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆92Updated 11 months ago
- ☆70Updated 8 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆106Updated 2 months ago