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Mengliu Hu

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Improving Rainfall-Runoff Simulation in Semi-Arid Basins by Combining Data Segmentation and Attention-Based Deep Learning

Number of pages: 34 Posted: 15 Jan 2024
Zijie Tang, Jianyun Zhang, Mengliu Hu, Zhongrui Ning, Jiayong Shi, Ran Zhai, Cuishan Liu, Jiangjiang Zhang and Guoqing Wang
affiliation not provided to SSRN, Hohai University, affiliation not provided to SSRN, Hohai University, affiliation not provided to SSRN, China Three Gorges Corporation, Nanjing Hydraulic Research Institute, Hohai University and Nanjing Hydraulic Research Institute
Downloads 70 (883,195)

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Rainfall-runoff simulation, deep learning, Semi-arid basins, Temporal heterogeneity, Data segmentation

2.

Hybrid-Cryo: A Modular Data-Physics Hybrid Framework for Cryospheric Runoff Simulation

Number of pages: 36 Posted: 03 Dec 2025
Guoqing Wang, Zijie Tang, Jianyun Zhang, Mengliu Hu, Hossein Hashemi, Feifei Yuan, Kang Xie, Zhongrui Ning, Cuishan Liu, Mingming Xie and Jiangjiang Zhang
Nanjing Hydraulic Research Institute, Hohai University, Hohai University, affiliation not provided to SSRN, Lund University, Lund University, Nanjing Hydraulic Research Institute, Hohai University, Nanjing Hydraulic Research Institute, Hohai University and Hohai University
Downloads 42 (1,209,354)

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Cryospheric hydrology, Rainfall-runoff simulation, Physics-guided deep learning, Modular model, Hybrid model