Beyond Ensemble Averages: Leveraging Climate Model Ensembles for
Subseasonal Forecasting

Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting

29 November 2022

Raphael Rossellini

Rebecca Willett

Papers citing "Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting"

13 / 13 papers shown

Title
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast Kaifeng Bi Lingxi Xie Hengheng Zhang Xin Chen Xiaotao Gu Qi Tian AI4Cl 68 159 0 03 Nov 2022
FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators Jaideep Pathak Shashank Subramanian P. Harrington S. Raja Ashesh Chattopadhyay ... Zong-Yi Li Kamyar Azizzadenesheli Pedram Hassanzadeh K. Kashinath Anima Anandkumar AI4Cl 219 687 0 22 Feb 2022
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data Qi Zhu Natalia Ponomareva Jiawei Han Bryan Perozzi OOD 58 111 0 02 Aug 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 88 337 0 29 Jul 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 279 2,503 0 04 Jan 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 131 1,675 0 01 Dec 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 367 13,025 0 26 May 2020
Deep Learning for Post-Processing Ensemble Weather Forecasts Peter Grönquist Chengyuan Yao Tal Ben-Nun Nikoli Dryden P. Dueben Shigang Li Torsten Hoefler 41 166 0 18 May 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 561 2,664 0 03 Sep 2019
Neural Style Transfer: A Review Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Xiuming Zhang 62 734 0 11 May 2017
Deep Learning for Time-Series Analysis J. Gamboa AI4TS 58 441 0 07 Jan 2017
subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs A. Narayanan Mahinthan Chandramohan Lihui Chen Yang Liu S. Saminathan GNN 58 157 0 29 Jun 2016
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 218 2,802 0 18 Nov 2015