A comprehesive survey about foundation models for weather and cliamte data understanding.
☆299Feb 3, 2025Updated last year
Alternatives and similar repositories for Awesome-Foundation-Models-for-Weather-and-Climate
Users that are interested in Awesome-Foundation-Models-for-Weather-and-Climate are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆377Jun 23, 2025Updated last year
- Latent diffusion for generative precipitation nowcasting☆147Jul 10, 2023Updated 3 years ago
- ☆15Feb 4, 2022Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆197Dec 16, 2024Updated last year
- ☆77Oct 29, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A collection of research papers on Diffusion Models for Weather Forecasting.☆258Jul 15, 2025Updated last year
- A benchmark for the next generation of data-driven global weather models.☆639Updated this week
- ☆86Mar 17, 2025Updated last year
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆512Updated this week
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆161Oct 17, 2025Updated last year
- Run AI-based weather forecasting models with ECMWF data☆599Aug 6, 2026Updated 2 months ago
- ☆33Apr 15, 2024Updated 2 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆301Updated this week
- Foundation model for weather & climate☆704Sep 30, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Source code for ClimateLearn☆355Mar 16, 2024Updated 2 years ago
- A benchmark dataset for data-driven weather forecasting☆839Dec 8, 2023Updated 2 years ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆257Jan 28, 2026Updated 8 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆1,024Updated this week
- Official implementation of Earthformer☆473Jul 16, 2023Updated 3 years ago
- Initial public release of code, data, and model weights for FourCastNet☆703Oct 2, 2023Updated 3 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆128Mar 18, 2025Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆90Mar 24, 2023Updated 3 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆305Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- An implementation of "metnet3" in Pytorch☆40Oct 9, 2026Updated last week
- ☆13Jun 24, 2024Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆298Updated this week
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Nov 6, 2024Updated last year
- Diffusion for climate downscaling☆94Jun 28, 2024Updated 2 years ago
- ☆17Jan 2, 2024Updated 2 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆23Sep 16, 2026Updated last month
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆235Oct 27, 2025Updated 11 months ago
- ☆181Dec 18, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆143Sep 18, 2025Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆27Dec 9, 2024Updated last year
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆19Jun 14, 2020Updated 6 years ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆241Nov 16, 2023Updated 2 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆99Sep 28, 2026Updated 2 weeks ago
- ☆24Jul 3, 2025Updated last year
- Diffusion Probabilistic Downscaling Model☆32Jul 8, 2024Updated 2 years ago