jaychempan / Awesome-LWMsLinks
π A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
β259Updated 3 weeks ago
Alternatives and similar repositories for Awesome-LWMs
Users that are interested in Awesome-LWMs are comparing it to the libraries listed below
Sorting:
- A comprehesive survey about foundation models for weather and cliamte data understanding.β232Updated 4 months ago
- A cascade machine learning forecasting system for 15-day global weather forecastβ122Updated last year
- β129Updated 4 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.β140Updated 2 weeks ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0β¦β236Updated last week
- A list of Precipitation Nowcasting papers and related resources.β153Updated 5 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.β70Updated last month
- β102Updated 8 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI modβ¦β231Updated 6 months ago
- Latent diffusion for generative precipitation nowcastingβ127Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"β82Updated 5 months ago
- Research Software for Neural Weather Prediction for Limited Area Modelingβ165Updated 3 months ago
- β83Updated 8 months ago
- β486Updated 3 months ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2β266Updated this week
- β43Updated 7 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"β120Updated 8 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"β38Updated last year
- Awesome paper about AI for atmosphere science and oceanographyβ32Updated last year
- Official implementation of Earthformerβ400Updated last year
- A benchmark for the next generation of data-driven global weather models.β526Updated last week
- β23Updated last year
- β49Updated last year
- Weather forecast at 24-hour horizonβ23Updated 7 months ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954β248Updated this week
- β47Updated 8 months ago
- Initial public release of code for KARINAβ11Updated 8 months ago
- Diffusion for climate downscalingβ62Updated 11 months ago
- β21Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutioβ¦β84Updated 4 months ago