Yingzheng Liu

Super-resolution reconstruction of turbulent velocity fields using a generative adversarial network-based artificial intelligence framework

Zhiwen Deng, Chuangxin He, Yingzheng Liu et al. · Physics of Fluids · 2019 · 260 citations

Turbulent Velocity Fields, Engineering, Generative Adversarial Network +15

The identification of coherent structures using proper orthogonal decomposition and dynamic mode decomposition

Qingshan Zhang, Yingzheng Liu, Shaofei Wang · Journal of Fluids and Structures · 2014 · 194 citations

Modal Analysis, Spectral Theory, Engineering +10

Time-resolved turbulent velocity field reconstruction using a long short-term memory (LSTM)-based artificial intelligence framework

Zhiwen Deng, Yujia Chen, Yingzheng Liu et al. · Physics of Fluids · 2019 · 127 citations

Aeroacoustics, Engineering, Data Science +14

Numerical analyses of the residual stress and top coat cracking behavior in thermal barrier coatings under cyclic thermal loading

Jishen Jiang, Weizhe Wang, Xiaofeng Zhao et al. · Engineering Fracture Mechanics · 2018 · 102 citations

Materials Science, Thermal Spray Coating, Engineering +8

Fast PSP measurements of wall-pressure fluctuation in low-speed flows: improvements using proper orthogonal decomposition

Di Peng, Shaofei Wang, Yingzheng Liu · Experiments in Fluids · 2016 · 82 citations

Aeroacoustics, Wall-pressure Fluctuation, Compressible Flow +7