sfsun67 / GraphCast-from-Ground-Zero
Run GraphCast in one click. The code will automatically install and run the model environment, automatically inferencing and demonstrating how to train the model.(DOI: 10.1126/science.adi2336; https://github.com/google-deepmind/graphcast) . Which with AutoDL (Or else your own environments). 一键运行 GraphCast,代码将自动执行模型的环境安装和运行,自动推理并演示如何训练模型。用你自己的环境运…
☆22Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for GraphCast-from-Ground-Zero
- A cascade machine learning forecasting system for 15-day global weather forecast☆93Updated 10 months ago
- Latent diffusion for generative precipitation nowcasting☆110Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆57Updated 2 weeks ago
- A list of Precipitation Nowcasting papers and related resources.☆127Updated last month
- ☆66Updated last month
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆33Updated 6 months ago
- ☆10Updated 3 months ago
- AI Challenges based on the SEVIR weather dataset☆38Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- ☆23Updated 7 months ago
- Awesome paper about AI for atmosphere science and oceanography☆23Updated last year
- ☆15Updated 5 years ago
- ☆90Updated last month
- Diffusion for climate downscaling☆36Updated 4 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆87Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆109Updated 2 weeks ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆100Updated last month
- Initial public release of code for KARINA☆10Updated last month
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆50Updated 6 months ago
- ☆20Updated last week
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆26Updated 7 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆74Updated last month
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆169Updated last month
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆161Updated this week
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆71Updated 3 months ago
- Integrating Large Weather Models with Data Assimilation☆9Updated 5 months ago
- ☆23Updated 2 years ago
- ☆28Updated last year
- post-processing experiments with neural networks☆59Updated 2 years ago
- ☆12Updated last year