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Gang Hu

affiliation not provided to SSRN

SCHOLARLY PAPERS

10

DOWNLOADS

548

TOTAL CITATIONS

2

Scholarly Papers (10)

1.

Aerodynamic Shape Optimization of Bluff Body for Galloping-Based Wind Energy Harvester by the Class Function/Shape Function Transformation Technique

Number of pages: 35 Posted: 21 Mar 2023
Wuhan University, affiliation not provided to SSRN, Wuhan University and affiliation not provided to SSRN
Downloads 104 (669,616)

Abstract:

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aerodynamic modification, class function/shape function transformation (CST) method, galloping-based wind energy harvesting, energy harvesting efficiency, Wind tunnel test, CFD

2.

Effects of Tree Geometry on the Aerodynamics of Sympodial Trees with Analysis of Extreme Gust Wind

Number of pages: 29 Posted: 20 Nov 2024
Hong Kong University of Science & Technology (HKUST), affiliation not provided to SSRN, Hong Kong University of Science & Technology (HKUST) and Hong Kong University of Science & Technology (HKUST)
Downloads 102 (684,672)

Abstract:

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3-order sympodial tree, Tree geometry, Tree aerodynamics, Extreme gust wind

3.

Effects of Tree Morphology on Aerodynamics of Fractal Trees in Extreme-Gust Wind

Number of pages: 23 Posted: 17 Jun 2024
Hong Kong University of Science & Technology (HKUST), affiliation not provided to SSRN, Hong Kong University of Science & Technology (HKUST) and Hong Kong University of Science & Technology (HKUST)
Downloads 83 (790,029)

Abstract:

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3-order branched tree, Tree morphology, Tree aerodynamics, Extreme gust wind

4.

An Aerodynamic Database of Synchronized Surface Pressure and Flow Field for Rectangular Cylinders

Number of pages: 27 Posted: 20 Aug 2024
Junle Liu, Kam Tim Tse and Gang Hu
Hong Kong University of Science & Technology (HKUST), Hong Kong University of Science & Technology (HKUST) and affiliation not provided to SSRN
Downloads 79 (816,709)
Citation 1

Abstract:

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Rectangular cylinder, database, wind tunnel testing, PIV, deep learning

5.

Reinforcement Transfer Learning for Active Flow Control Under State Dimension Mismatch

Number of pages: 24 Posted: 16 Aug 2024
affiliation not provided to SSRN, The University of Hong Kong, affiliation not provided to SSRN, Harbin Institute of Technology and Harbin Institute of Technology
Downloads 50 (1,063,489)
Citation 1

Abstract:

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Deep reinforcement learning, Active flow control, Transfer Learning, Aerodynamic force, Square cylinder

6.

GFNO: A Generalized Fourier Neural Operator Framework for Wind Flow Field Reconstruction from Sparse Observations

Number of pages: 24 Posted: 14 May 2026
affiliation not provided to SSRN, Wuhan University of Technology, affiliation not provided to SSRN and Hong Kong University of Science & Technology (HKUST)
Downloads 42 (1,318,317)

Abstract:

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Flow field reconstruction, Sparse sensor observations, Generalized Fourier Neural Operator, Graph neural network embedding, Physics-informed learning

7.

Towards high-fidelity urban wind profiles for the built environment: a Neural Field approach to fuse multi-source observational data

Number of pages: 21 Posted: 16 Sep 2025
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, affiliation not provided to SSRN and Hong Kong University of Science & Technology (HKUST)
Downloads 42 (1,183,237)

Abstract:

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Urban wind environment, Neural Fields, Doppler LiDAR, Wind profiler radar, Data fusion, Deep learning

8.

A Multi-Fidelity Graph Neural Operator for Heterogeneous Wind Pressure Data Fusion with Uncertainty Quantification

Number of pages: 22 Posted: 20 May 2026
affiliation not provided to SSRN, Wuhan University of Technology, Hong Kong University of Science & Technology (HKUST), affiliation not provided to SSRN, affiliation not provided to SSRN and Hong Kong University of Science & Technology (HKUST)
Downloads 19 (1,526,714)

Abstract:

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Graph Neural Operator, Multi-Fidelity Learning, Heterogeneous Data Fusion, Uncertainty Quantification, computational fluid dynamics, Wind Tunnel Experiments

9.

Aerodynamic characteristics of a parked horizontal-axis wind turbine under extreme wind with considering blade-tower interference

Number of pages: 39 Posted: 12 Jan 2026
Wuhan University, Wuhan University, affiliation not provided to SSRN, Wuhan University, Wuhan University, affiliation not provided to SSRN and Henan Polytechnic University
Downloads 17 (1,518,554)

Abstract:

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Wind turbine, wind tunnel test, aerodynamic characteristics, blade-tower interference, Reynolds number effect

10.

Extreme wind pressure on rounded-corner high-rise building and optimization of pressure tap placement

Number of pages: 37 Posted: 20 Mar 2026
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 10 (1,555,090)

Abstract:

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rounded-corner high-rise building, extreme wind pressure, pressure tap placement, particle swarm optimization-random forest (PSO-RF)