[ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
☆36Jun 25, 2025Updated 9 months ago
Alternatives and similar repositories for Continuous-Ensemble-Forecasting
Users that are interested in Continuous-Ensemble-Forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆10Jan 24, 2026Updated 2 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆30Mar 7, 2025Updated last year
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆22Apr 22, 2025Updated 11 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆264Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Latent Diffusion model for ensemble weather forecasting☆24Mar 4, 2026Updated last month
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆207Mar 1, 2026Updated last month
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆123Mar 18, 2025Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated last year
- ☆15May 9, 2024Updated last year
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆33Mar 10, 2025Updated last year
- ☆50Jan 9, 2025Updated last year
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 4 years ago
- ☆11Jun 3, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆38Sep 12, 2025Updated 7 months ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- Code for the publication "Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation".☆25Dec 4, 2025Updated 4 months ago
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆20Aug 7, 2025Updated 8 months ago
- ☆17May 27, 2025Updated 10 months ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆20Jul 13, 2024Updated last year
- Neural Manifold Operators (KDD 2024)☆25Dec 10, 2024Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆51Mar 25, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 3 weeks ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- ☆21Mar 13, 2025Updated last year
- Code of the paper 'Raising the Bar in Graph-level Anomaly Detection' published in IJCAI-2022☆24Jun 3, 2022Updated 3 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆56Mar 16, 2026Updated 3 weeks ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆21Oct 8, 2024Updated last year
- Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch☆23Mar 30, 2026Updated 2 weeks ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆42Feb 24, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆22Jan 8, 2026Updated 3 months ago
- Implementation of the Aurora model for Earth system forecasting☆869Nov 20, 2025Updated 4 months ago
- DeepR: Deep Reanalysis☆32Oct 25, 2023Updated 2 years ago
- ☆28Apr 1, 2026Updated last week
- An end-to-end infrared and visible light enhancement fusion algorithm based on SwinTransformer☆13Feb 14, 2025Updated last year
- Integrating Large Weather Models with Data Assimilation☆23Jun 2, 2024Updated last year
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆14Nov 8, 2025Updated 5 months ago