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ClimSim: A Large Multi-Scale Dataset for Hybrid Physics-Ml Climate Emulation

Sungduk Yu,Walter M. Hannah,Liran Peng,Jerry Lin,Mohamed Aziz Bhouri,Ritwik Gupta,Bjorn Lutjens,Justus C. Will,Gunnar Behrens,Julius J. M. Busecke,Nora Loose,Charles Stern,Tom Beucler,Bryce E. Harrop,Benjamin R. Hillman,Andrea M. Jenney,Savannah L. Ferretti,Nana Liu,Anima Anandkumar,Noah D. Brenowitz,Veronika Eyring,Nicholas Geneva,Pierre Gentine,Stephan Mandt,Jaideep Pathak,Akshay Subramaniam,Carl Vondrick,Rose Yu,Laure Zanna,Tian Zheng,Ryan P. Abernathey,Fiaz Ahmed,David C. Bader,Pierre Baldi,Elizabeth A. Barnes,Christopher S. Bretherton,Peter M. Caldwell,Wayne Chuang,Yilun Han,Yu Huang,Fernando Iglesias-Suarez,Sanket Jantre,Karthik Kashinath,Marat Khairoutdinov,Thorsten Kurth,Nicholas J. Lutsko,Po-Lun Ma,Griffin Mooers,J. David Neelin,David A. Randall,Sara Shamekh,Mark A. Taylor,Nathan M. Urban,Janni Yuval,Guang J. Zhang,Michael S. Pritchard

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023)（2023）

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关键词
Forecasting,Probabilistic Forecasting,Rainfall-Runoff Modeling,Model Reduction
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