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Hui Qin

Huazhong University of Science and Technology

1037 Luoyu Rd

Wuhan, 430074

China

SCHOLARLY PAPERS

8

DOWNLOADS

237

TOTAL CITATIONS

1

Scholarly Papers (8)

1.

Integrating Multi-Model Forecast Precipitation Using a Novel Method Considering Long Lead Times Based on Deep Learning Models for Improving Accuracy

Number of pages: 50 Posted: 31 Aug 2024
Fuzhou University, Huazhong University of Science and Technology, Fuzhou University, China Three Gorges Corporation, China Three Gorges Corporation and China Three Gorges Corporation
Downloads 72 (875,328)
Citation 1

Abstract:

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Multi-model forecast precipitation integration, Deep learning, Long short-term memory neural network, Long lead times, Improving accuracy

2.

Study on Watershed Short-Term Streamflow Forecasting Considering the Influence of Reservoir Operation

Number of pages: 46 Posted: 20 Nov 2024
Fuzhou University, Huazhong University of Science and Technology, China Three Gorges Corporation, China Three Gorges Corporation and China Three Gorges Corporation
Downloads 43 (1,157,785)

Abstract:

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Short-term streamflow forecasting, multi-blocked watershed, probabilistic forecasting, reservoir operation, meteo-hydrological coupling

3.

Grid-Based Hydrology–Hydraulics Routing for Distributed Flood Modeling in the Daning River Basin

Number of pages: 22 Posted: 30 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Huazhong University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 34 (1,277,121)

Abstract:

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Keywords: Daning River, VIC hydrological model, simultaneous simulation and integration, flood wave routing, spatiotemporal distribution

4.

P2p-Gnet: Proposal-to-Pose Voting Using Multi-Level Graphnet with Pose Refinement for Hand Pose Estimation

Number of pages: 28 Posted: 05 Jun 2023
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
Downloads 29 (1,345,526)

Abstract:

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hand pose estimation, Deep Learning, graph convolution

5.

Research on Scheduling Rule Extraction and Model Comparison Based on Autoencoder and Self-Attention Mechanism

Number of pages: 49 Posted: 15 Oct 2024
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
Downloads 28 (1,359,097)

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autoencoder, self-attention, Natural Gradient Boosting, SHapley Additive exPlanations, Scheduling rules

6.

A Physics-Informed and Adaptive Safe Reinforcement Learning Framework for Cascade Reservoir Operations

Number of pages: 92 Posted: 26 May 2026
affiliation not provided to SSRN, Huazhong University of Science and Technology, affiliation not provided to SSRN, Changjiang River Scientific Research Institute, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 17 (1,548,648)

Abstract:

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Safety-Aware Reinforcement Learning, Cascade Reservoir Systems, Physically-Aware Optimization, Uncertainty Scheduling, Benchmark Policy Alignment, Real-Time Scheduling Response

7.

Comprehensive analysis of stability and ultra-low frequency oscillation suppression for grid-connected hydropower units

Number of pages: 66 Posted: 02 Jul 2026
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
Downloads 8

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Hydraulic turbine regulation system, Stability analysis, Ultra-low frequency oscillation, Stability margin, Parameter partition

8.

Spatial-Structure-Enhanced Multi-Station Streamflow Forecasting under Missing-Data Conditions

Number of pages: 67 Posted: 21 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Huazhong University of Science and Technology
Downloads 6 (1,575,921)

Abstract:

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Streamflow Forecasting, missing data, multi-station forecasting, memory network, adaptive graph convolution, catchment similarity