Renfang Huang

Physics-informed neural networks for phase-field method in two-phase flow

Rundi Qiu, Renfang Huang, Yao Xiao et al. · Physics of Fluids · 2022 · 107 citations · Full text

Numerical Method For Partial Differential Equation, High Accuracy, Engineering +12

A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network

Shengfeng Xu, Zhenxu Sun, Renfang Huang et al. · Acta Mechanica Sinica · 2022 · 95 citations · Full text

Numerical Analysis, Engineering, Physics +11

Numerical investigations of the energy performance and pressure fluctuations for a waterjet pump in a non-uniform inflow

Xianwu Luo, Weixiang Ye, Renfang Huang et al. · Renewable Energy · 2020 · 85 citations · Full text

Aeroacoustics, Engineering, Aerospace Engineering +9

Energy performance prediction of the centrifugal pumps by using a hybrid neural network

Renfang Huang, Zhen Zhang, Wei Zhang et al. · Energy · 2020 · 84 citations · Full text

Engineering, Energy Analysis, Energy Efficiency +8

Multi-objective optimization of a mixed-flow pump impeller using modified NSGA-II algorithm

Renfang Huang, Xianwu Luo, Bin Ji et al. · Science China Technological Sciences · 2015 · 81 citations

Multi-objective Optimization, Mixed-flow Pump Impeller, Nsga-ii Algorithm +1