sfsun67 / GraphCast-from-Ground-ZeroLinks
[2023]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。
☆29Updated last year
Alternatives and similar repositories for GraphCast-from-Ground-Zero
Users that are interested in GraphCast-from-Ground-Zero are comparing it to the libraries listed below
Sorting:
- A cascade machine learning forecasting system for 15-day global weather forecast☆134Updated last year
- Latent diffusion for generative precipitation nowcasting☆134Updated 2 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆170Updated 3 weeks ago
- ☆14Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆90Updated 11 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆40Updated last year
- ☆44Updated last week
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆180Updated 7 months ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆14Updated 5 months ago
- A list of Precipitation Nowcasting papers and related resources.☆163Updated 7 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆100Updated 4 months ago
- ☆12Updated last year
- Official implementation of Earthformer☆407Updated 2 years ago
- ☆44Updated 9 months ago
- ☆42Updated 4 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆128Updated 10 months ago
- ☆10Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆79Updated 3 months ago
- ☆141Updated 7 months ago
- A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting☆42Updated last year
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆14Updated 11 months ago
- ☆21Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆23Updated last month
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆94Updated 7 months ago
- The open-source solutions of FourCastNet and GraphCast☆356Updated 2 years ago
- ☆25Updated last year
- Diffusion for climate downscaling☆66Updated last year
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆282Updated last month
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 10 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆247Updated 6 months ago