shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
☆224Updated 3 months ago
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
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆246Updated 2 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆120Updated 7 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆122Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆153Updated 4 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆159Updated 2 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆69Updated 2 weeks ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆120Updated last year
- Latent diffusion for generative precipitation nowcasting☆124Updated last year
- ☆124Updated 3 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆80Updated 4 months ago
- Diffusion for climate downscaling☆57Updated 10 months ago
- ☆38Updated 6 months ago
- ☆101Updated 7 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆97Updated 2 months ago
- Official implementation of Earthformer☆395Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆85Updated 2 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆227Updated 5 months ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆234Updated last week
- Awesome paper about AI for atmosphere science and oceanography☆31Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated last year
- A modular framework for evaluating weather forecasts☆88Updated last week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆34Updated last week
- ☆46Updated 7 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆16Updated 2 weeks ago
- ☆37Updated last month
- ☆90Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆141Updated last month
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆248Updated last week
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago