Mingfu He

Application of machine learning for prediction of critical heat flux: Support vector machine for data-driven CHF look-up table construction based on sparingly distributed training data points

Mingfu He, Youho Lee · Nuclear Engineering and Design · 2018 · 47 citations · Full text

Data Classification, Support Vector Machine, Engineering +13

Particle swarm optimization with damping factor and cooperative mechanism

Mingfu He, Mingzhe Liu, Ruili Wang et al. · Applied Soft Computing · 2018 · 36 citations

Engineering, Firefly Algorithm, Mechanical Systems +4

A high-order state-of-charge estimation model by cubature particle filter

Mingzhe Liu, Mingfu He, Shaojie Qiao et al. · Measurement · 2019 · 33 citations

State Estimation, Electrical Engineering, Engineering +9

Application of Deep Belief Network for Critical Heat Flux Prediction on Microstructure Surfaces

Mingfu He, Youho Lee · Nuclear Technology · 2019 · 20 citations

Revisiting heater size sensitive pool boiling critical heat flux using neural network modeling: Heater length of the half of the Rayleigh-Taylor Instability Wavelength maximizes CHF

Mingfu He, Youho Lee · Thermal Science and Engineering Progress · 2019 · 17 citations · Full text

Neural Network Modeling, Electrical Engineering, Critical Heat Flux +12