From e80f4d422950f9377abb67251d4a5a7bae4b613d Mon Sep 17 00:00:00 2001 From: Alvaro Date: Tue, 20 Aug 2024 16:39:31 +0200 Subject: [PATCH] Updating GraphCast citation in README. --- README.md | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index aaa8274..c59044c 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # GraphCast: Learning skillful medium-range global weather forecasting -This package contains example code to run and train [GraphCast](https://arxiv.org/abs/2212.12794). +This package contains example code to run and train [GraphCast](https://www.science.org/doi/10.1126/science.adi2336). It also provides three pretrained models: 1. `GraphCast`, the high-resolution model used in the GraphCast paper (0.25 degree @@ -117,15 +117,17 @@ Copyright 2023 DeepMind Technologies Limited. ### Citation -If you use this work, consider citing our [paper](https://arxiv.org/abs/2212.12794): +If you use this work, consider citing our paper ([blog post](https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/), [Science](https://www.science.org/doi/10.1126/science.adi2336), [arXiv](https://arxiv.org/abs/2212.12794)): ```latex -@article{lam2022graphcast, - title={GraphCast: Learning skillful medium-range global weather forecasting}, - author={Remi Lam and Alvaro Sanchez-Gonzalez and Matthew Willson and Peter Wirnsberger and Meire Fortunato and Alexander Pritzel and Suman Ravuri and Timo Ewalds and Ferran Alet and Zach Eaton-Rosen and Weihua Hu and Alexander Merose and Stephan Hoyer and George Holland and Jacklynn Stott and Oriol Vinyals and Shakir Mohamed and Peter Battaglia}, - year={2022}, - eprint={2212.12794}, - archivePrefix={arXiv}, - primaryClass={cs.LG} +@article{lam2023learning, + title={Learning skillful medium-range global weather forecasting}, + author={Lam, Remi and Sanchez-Gonzalez, Alvaro and Willson, Matthew and Wirnsberger, Peter and Fortunato, Meire and Alet, Ferran and Ravuri, Suman and Ewalds, Timo and Eaton-Rosen, Zach and Hu, Weihua and others}, + journal={Science}, + volume={382}, + number={6677}, + pages={1416--1421}, + year={2023}, + publisher={American Association for the Advancement of Science} } ```