Renfang Huang

Aviation Industry Corporation of China (China) — China

Engineering · Physical Sciences

23h-index1.4kcitations80works3.82yr avg
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Research Topics

Cavitation Phenomena in Pumps(48), Hydraulic and Pneumatic Systems(29), Fluid Dynamics Simulations and Interactions(25), Water Systems and Optimization(13), Fluid Dynamics and Turbulent Flows(10)

Publications80 total

A multi-scale framework to predict hydrodynamic loads of a ventilated cavitating body
Physics of Fluids·2025
Entropy generation analysis of flow fields around a pump-jet propulsor mounted on SUBOFF
Physics of Fluids·2025
POD-based analysis of modal dynamics and energy transport in cavitating flow over water-injected hydrofoil
Ocean Engineering·2025
Numerical investigation into the unsteady flow characteristics around a fully appended SUBOFF model combined with a pump-jet propulsor
Ocean Engineering·2025· 2 cited
Numerical Investigation of Ventilated Cavities Around a Rudder-Equipped Axisymmetric Body
Fluids·2025Open Access
Modulation mechanisms of swept angle on the ventilated flows around surface-piercing hydrofoils
Physics of Fluids·2025· 1 cited
Experimental and numerical analysis of cavitation flow characteristics on surface-piercing swept hydrofoils
Ocean Engineering·2025· 2 cited
A multi-scale online method to predict the unsteady pressure of the ventilated cavities around an axisymmetric body
Physics of Fluids·2025· 1 cited
Power optimization of an electric propulsion system based on variable speed rotor blades
Journal of Physics Conference Series·2025Open Access
On the preprocessing of physics-informed neural networks: How to better utilize data in fluid mechanics
Journal of Computational Physics·2025· 17 cited
Feasibility study of an electric propulsion transport category aircraft
IET conference proceedings.·2025
Improving the energy performance of vortex pump based on whale optimization algorithm
Engineering Applications of Computational Fluid Mechanics·2024· 23 citedOpen Access
Numerical study on unsteady characteristics of backflow vortex cavitation in an axial flow pump
Journal of Physics Conference Series·2024Open Access
The investigation on the flow characteristics during the continuous development of the tip leakage vortex cavitation in an axial pump-jet propulsion
Physics of Fluids·2024· 7 citedOpen Access
On the Preprocessing of Physics-informed Neural Networks: How to Better Utilize Data in Fluid Mechanics
arXiv (Cornell University)·2024· 1 citedOpen Access
Impeller optimization using a machine learning-based algorithm with dynamic sampling method and flow analysis for an axial flow pump
Journal of Physics Conference Series·2024· 2 citedOpen Access
On the Preprocessing of Physics-Informed Neural Networks: How to Better Utilize Data in Fluid Mechanics
SSRN Electronic Journal·2024· 8 citedOpen Access
Numerical investigation of the tip-vortex-induced ventilation formation mechanism for a surface-piercing hydrofoil
Physics of Fluids·2023· 4 cited
Experimental study on the mechanism of cavitation-induced ventilation
International Journal of Multiphase Flow·2023· 12 cited
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
Physics of Fluids·2023· 27 citedOpen Access
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Frequent Co-authors

Xianwu Luo(23), Yiwei Wang(18), Rundi Qiu(11), Bin Ji(10), Yuchang Zhi(8), Tezhuan Du(6), Shengfeng Xu(5), Zhenxu Sun(5), Dilong Guo(5), Guowei Yang(5), An Yu(5), Zuchao Zhu(4), Chang Yan(4), Shengjun Ju(3), Weixiang Ye(3), Chenguang Huang(3), Zhihong Zhai(3), Xiaojun Li(3), Chenguang Huang(3), Jingzhu Wang(2)