Title
Improving Medium Range Severe Weather Prediction through Transformer Post-processing of AI Weather Forecasts Zhanxiang Hua Ryan Sobash David John Gagne II Yingkai Sha Alexandra Anderson-Frey 2 0 0 16 May 2025
ExEBench: Benchmarking Foundation Models on Extreme Earth Events Shan Zhao Zhitong Xiong Jie Zhao Xiao Xiang Zhu 40 0 0 13 May 2025
Improving Predictions of Convective Storm Wind Gusts through Statistical Post-Processing of Neural Weather Models Antoine Leclerc Erwan Koch Monika Feldmann D. Nerini Tom Beucler 36 0 0 31 Mar 2025
WeatherMesh-3: Fast and accurate operational global weather forecasting Haoxing Du Lyna Kim Joan Creus-Costa Jack Michaels Anuj Shetty Todd Hutchinson Christopher Riedel John Dean AI4Cl 37 1 0 28 Mar 2025
Generative assimilation and prediction for weather and climate Steve Yang Congyi Nai Xinyan Liu W. Li Jie Chao ... Bo Lu Ziniu Xiao Niklas Boers Huiling Yuan Baoxiang Pan AI4CE 68 2 0 04 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 93 2 0 03 Mar 2025
Investigating the contribution of terrain-following coordinates and conservation schemes in AI-driven precipitation forecasts Yingkai Sha John S. Schreck William E. Chapman David John Gagne II 38 1 0 01 Mar 2025
CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer Yang Liu Zinan Zheng Jiashun Cheng Fugee Tsung Deli Zhao Yu Rong Jiajun Li 86 1 0 27 Feb 2025
ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models Shixuan Li Wei Yang Peiyu Zhang Xiongye Xiao Defu Cao Yuehan Qin Xuzhi Zhang Yue Zhao Paul Bogdan 87 1 0 16 Feb 2025
FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction Dimitrios Michail Charalampos Davalas Lefki-Ioanna Panagiotou Ioannis Prapas Spyros Kondylatos N. Bountos Ioannis Papoutsis 45 0 0 03 Feb 2025
Learning Weather Models from Data with WSINDy Seth Minor Daniel Messenger Vanja M. Dukic David M. Bortz AI4CE 42 0 0 03 Jan 2025
ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses Oliver Watt-Meyer Brian Henn Jeremy McGibbon Spencer K. Clark Anna Kwa W. Perkins E. Wu L. Harris Christopher S. Bretherton AI4Cl 97 11 0 18 Nov 2024
Community Research Earth Digital Intelligence Twin (CREDIT) John S. Schreck Yingkai Sha William E. Chapman Dhamma Kimpara Judith Berner Seth McGinnis Arnold Kazadi Negin Sobhani Ben Kirk David John Gagne II AI4Cl 39 1 0 09 Nov 2024
EPT-1.5 Technical Report Roberto Molinaro Jordan Dane Daubinet Alexander Jakob Dautel Andreas Schlueter Alex Grigoryev ... Roan John Song Henry Martin Leonie Wagner Andrea Giussani Marvin Vincent Gabler 13 0 0 19 Oct 2024
Can AI weather models predict out-of-distribution gray swan tropical cyclones? Y. Qiang Sun P. Hassanzadeh Mohsen Zand A. Chattopadhyay J. Weare D. Abbot 38 7 0 19 Oct 2024
Compressing high-resolution data through latent representation encoding for downscaling large-scale AI weather forecast model Qian Liu Bing Gong Xiaoran Zhuang Xiaohui Zhong Zhiming Kang Yiming Li 19 0 0 10 Oct 2024
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song OOD 81 2 0 07 Oct 2024
Prithvi WxC: Foundation Model for Weather and Climate J. Schmude Sujit Roy Will Trojak Johannes Jakubik Daniel Salles Civitarese ... Campbell Watson M. Maskey Tsengdar J Lee Juan Bernabé-Moreno Rahul Ramachandran VLM AI4Cl 42 10 0 20 Sep 2024
WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models Weixin Jin Jonathan A. Weyn Pengcheng Zhao Siqi Xiang Jiang Bian Zuliang Fang Haiyu Dong Hongyu Sun Kit Thambiratnam Qi Zhang 26 1 0 14 Sep 2024
ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution Sungduk Yu Brian L. White Anahita Bhiwandiwalla Musashi Hinck M. L. Olson Tung Nguyen Vasudev Lal Tung Nguyen Vasudev Lal 42 0 0 28 Aug 2024
Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis Christopher Subich 36 1 0 26 Aug 2024
FuXi Weather: An end-to-end machine learning weather data assimilation and forecasting system Xiuyu Sun Xiaohui Zhong Xiaoze Xu Yuanqing Huang Hao Li Jie Feng Wei Han Libo Wu Yuan Qi AI4Cl 36 1 0 10 Aug 2024
Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators Ankur Mahesh William D. Collins Boris Bonev Noah D. Brenowitz Y. Cohen ... Michael S. Pritchard David Pruitt Mark Risser Shashank Subramanian Jared Willard 60 9 0 06 Aug 2024
4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models Kylen Solvik Stephen G. Penny Stephan Hoyer 21 2 0 05 Aug 2024
Ensemble data assimilation to diagnose AI-based weather prediction model: A case with ClimaX S. Kotsuki Kenta Shiraishi Atsushi Okazaki 16 0 0 25 Jul 2024
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics Matthias Karlbauer Danielle C. Maddix Abdul Fatir Ansari Boran Han Gaurav Gupta Yuyang Wang Andrew Stuart Michael W. Mahoney AI4TS 56 1 0 19 Jul 2024
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines Zidong Wang Zeyu Lu Di Huang Tong He Xihui Liu Wanli Ouyang Lei Bai 41 5 0 11 Jul 2024
Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation Romain Pic Clément Dombry Philippe Naveau Maxime Taillardat AI4TS 36 0 0 30 Jun 2024
Enforcing Equity in Neural Climate Emulators William Yik Sam J. Silva 21 1 0 28 Jun 2024
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion Salva Rühling Cachay Brian Henn Oliver Watt-Meyer Christopher S. Bretherton Rose Yu SyDa AI4Cl 34 7 0 21 Jun 2024
Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model Chenggong Wang Michael S. Pritchard Noah D. Brenowitz Y. Cohen Boris Bonev Thorsten Kurth Dale Durran Jaideep Pathak BDL AI4Cl 32 14 0 12 Jun 2024
ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting Doyi Kim Minseok Seo Yeji Choi 34 0 0 07 Jun 2024
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation Kun Chen Tao Chen Peng Ye Hao Chen Kang Chen Tao Han Wanli Ouyang Lei Bai 30 1 0 03 Jun 2024
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution Guillaume Couairon Christian Lessig A. Charantonis C. Monteleoni 27 1 0 23 May 2024
FuXi-ENS: A machine learning model for medium-range ensemble weather forecasting Xiaohui Zhong Lei Chen Hao Li Jun Liu Xu Fan ... Kan Dai Jing-Jia Luo Jie Wu Yuan Qi Bo Lu AI4Cl 28 11 0 09 May 2024
EWMoE: An effective model for global weather forecasting with mixture-of-experts Lihao Gan Xin Man Chenghong Zhang Jie Shao 35 1 0 09 May 2024
On the Foundations of Earth and Climate Foundation Models Xiao Xiang Zhu Zhitong Xiong Yi Wang Adam J. Stewart Konrad Heidler Yuanyuan Wang Zhenghang Yuan Thomas Dujardin Qingsong Xu Yilei Shi AI4Cl AI4CE 31 21 0 07 May 2024
Analyzing and Exploring Training Recipes for Large-Scale Transformer-Based Weather Prediction Jared Willard Peter Harrington Shashank Subramanian Ankur Mahesh Travis A. O'Brien William D. Collins AI4TS 47 7 0 30 Apr 2024
Potential Paradigm Shift in Hazard Risk Management: AI-Based Weather Forecast for Tropical Cyclone Hazards Kairui Feng Dazhi Xi Wei-Ying Ma Cao Wang Yuanlong Li Xuanhong Chen 28 1 0 29 Apr 2024
Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events Olivier C. Pasche Jonathan Wider Zhongwei Zhang Jakob Zscheischler Sebastian Engelke AI4Cl 40 10 0 26 Apr 2024
ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability Xiao Wang A. Tsaris Siyan Liu Jong Youl Choi Ming Fan Wei Zhang Ju Yin M. Ashfaq Dan Lu Prasanna Balaprakash 32 7 0 23 Apr 2024
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs Yogesh Verma Markus Heinonen Vikas K. Garg AI4CE 33 26 0 15 Apr 2024
GrINd: Grid Interpolation Network for Scattered Observations Andrzej Dulny Paul Heinisch Andreas Hotho Anna Krause 38 1 0 28 Mar 2024
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance Hao Wu Fan Xu Yifan Duan Ziwei Niu Weiyan Wang Gaofeng Lu Kun Wang Keli Zhang Yang Wang DiffM AI4CE 42 8 0 18 Mar 2024
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction Juan Nathaniel Yongquan Qu Tung Nguyen Sungduk Yu Julius J. M. Busecke Aditya Grover Pierre Gentine AI4Cl AI4TS 17 11 0 01 Feb 2024
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers Shan Zhao Zhitong Xiong Xiao Xiang Zhu AI4TS 28 0 0 31 Jan 2024
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting Tao Han Song Guo Fenghua Ling Kang Chen Junchao Gong Jing-Jia Luo Junxia Gu Kan Dai Wanli Ouyang Lei Bai AI4Cl 13 14 0 28 Jan 2024
A Practical Probabilistic Benchmark for AI Weather Models Noah D. Brenowitz Y. Cohen Jaideep Pathak Ankur Mahesh Boris Bonev Thorsten Kurth Dale Durran Peter Harrington Michael S. Pritchard 44 12 0 27 Jan 2024
A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution Polarimetric Weather Radar Data Mark S. Veillette J. Kurdzo P. M. Stepanian John Y. N. Cho S. Samsi Joseph McDonald 16 0 0 26 Jan 2024
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method Zili Liu Hao Chen Lei Bai Wenyuan Li Keyan Chen Zhengyi Wang Wanli Ouyang Zhengxia Zou Z. Shi 49 4 0 22 Jan 2024