A Practical Probabilistic Benchmark for AI Weather Models

A Practical Probabilistic Benchmark for AI Weather Models

27 January 2024

Noah D. Brenowitz

Peter Harrington

Michael S. Pritchard

Papers citing "A Practical Probabilistic Benchmark for AI Weather Models"

8 / 8 papers shown

Title
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 26 1 0 09 Nov 2024
Comprehensive Performance Modeling and System Design Insights for Foundation Models Shashank Subramanian Ermal Rrapaj Peter Harrington Smeet Chheda S. Farrell Brian Austin Samuel Williams N. Wright W. Bhimji 34 0 0 30 Sep 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 37 7 0 06 Aug 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 26 14 0 12 Jun 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 20 11 0 09 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 39 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 21 1 0 29 Apr 2024