LINEAR_COMPLEXITY

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相关机构：南京航空航天大学南京林业大学更多>>
相关期刊：《The Journal of China Universities of Posts and Telecommunications》《Progress in Natural Science:Materials International》《Frontiers of Mathematics in China》《Journal of Southeast University(English Edition)》更多>>
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TianXing:A Linear Complexity Transformer Model with Explicit Attention Decay for Global Weather Forecasting
《Advances in Atmospheric Sciences》2025年第1期9-25,共17页Shijin YUAN Guansong WANG Bin MU Feifan ZHOU 
supported in part by the Meteorological Joint Funds of the National Natural Science Foundation of China under Grant U2142211;in part by the National Natural Science Foundation of China under Grant 42075141,42341202;in part by the National Key Research and Development Program of China under Grant 2020YFA0608000;in part by the Shanghai Municipal Science and Technology Major Project(2021SHZDZX0100);the Fundamental Research Funds for the Central Universities。
In this paper,we introduce TianXing,a transformer-based data-driven model designed with physical augmentation for skillful and efficient global weather forecasting.Previous data-driven transformer models such as Pangu...
关键词：weather forecast deep learning physics augmentation linear attention 
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