Yongming Liu

Microstructure Representation and Reconstruction of Heterogeneous Materials Via Deep Belief Network for Computational Material Design

Ruijin Cang, Yaopengxiao Xu, Shaohua Chen et al. · Journal of Mechanical Design · 2017 · 194 citations

Natural Sciences, Materials Engineering, Materials Science +17

Probabilistic physics-guided machine learning for fatigue data analysis

Jie Chen, Yongming Liu · Expert Systems with Applications · 2020 · 169 citations

Natural Sciences, Mechanical Engineering, Physics +14

Probabilistic prediction with Bayesian updating for strength degradation of RC bridge beams

Yafei Ma, Jianren Zhang, Lei Wang et al. · Structural Safety · 2013 · 154 citations

Engineering, Civil Engineering, Bridge Engineering +14

Structural response reconstruction based on empirical mode decomposition in time domain

Jingjing He, Xuefei Guan, Yongming Liu · Mechanical Systems and Signal Processing · 2012 · 136 citations

Engineering, Civil Engineering, Computational Engineering +11

A probabilistic crack size quantification method using in-situ Lamb wave test and Bayesian updating

J. N. Yang, Jingjing He, Xuefei Guan et al. · Mechanical Systems and Signal Processing · 2015 · 126 citations

Engineering, Civil Engineering, Materials Engineering +15