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Liye Song

Zhengzhou University

100 Science Avenue

Zhengzhou, CO 450001

China

  • Zhengzhou University

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A Novel Time-Aware Attention-Enhanced Transformer to Prediction Harmful Algal Bloom’s occurrence

Number of pages: 25 Posted: 13 Mar 2026
Liye Song, Zhihui Bai, Jingyu Lin, Zhongyong Wang, Qi Wang, Xiaoqing Fu, Yi He, Cancan Jiang, Xiaoxu Zheng and Shengjun Xu
Zhengzhou University, affiliation not provided to SSRN, South China Normal University, Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS), affiliation not provided to SSRN and Chinese Academy of Sciences (CAS)
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Abstract:

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Harmful Algal Blooms, HRED-TIDE, Time Series simulation, attention mechanism, Transformer