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Zhenzhen Liu

Huazhong University of Science and Technology

1037 Luoyu Rd

Wuhan, 430074

China

  • Huazhong University of Science and Technology

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Scholarly Papers (1)

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Integrating causality with Transformer-based model for interpretable and probabilistic forecasting of riverine dissolved oxygen

Number of pages: 39 Posted: 21 Mar 2026
Wenjie Qin, Zhe Shao, Jingping Hu, Wei Luo, Heng Zhong, Zhenzhen Liu, Xu Zhang, Huijie Hou and Jiakuan Yang
Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology and Huazhong University of Science and Technology
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Abstract:

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Water quality, Time Series, Deep learning, Causal Inference, Probabilistic forecast