Mengjuan Xiao

Discontinuity Computing Using Physics-Informed Neural Networks

Li Liu, Shengping Liu, Hui Xie et al. · Journal of Scientific Computing · 2023 · 76 citations

Discontinuity, Unconventional Computing, Physics +1

Physics-informed neural networks for the Reynolds-Averaged Navier–Stokes modeling of Rayleigh–Taylor turbulent mixing

Mengjuan Xiao, Tengchao Yu, Yousheng Zhang et al. · Computers & Fluids · 2023 · 35 citations

Engineering, Rayleigh–taylor Turbulent Mixing, Physic Aware Machine Learning +6

Methodology for determining coefficients of turbulent mixing model

Yousheng Zhang, Zhiwei He, Han-song Xie et al. · Journal of Fluid Mechanics · 2020 · 34 citations

Engineering, Fluid Mechanics, Turbulence Modeling +3

Unified prediction of reshocked Richtmyer–Meshkov mixing with K-L model

Mengjuan Xiao, Yousheng Zhang, Baolin Tian · Physics of Fluids · 2020 · 31 citations

Engineering, Fluid Mechanics, Turbulence +17

Modeling of turbulent mixing with an improved K–L model

Mengjuan Xiao, Yousheng Zhang, Baolin Tian · Physics of Fluids · 2020 · 29 citations

Compressible Flow, Engineering, Turbulent Flow Heat Transfer +14