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 · 191 citations

Geometric Learning, Convolutional Neural Network, Engineering +23

Probabilistic physics-guided machine learning for fatigue data analysis

Jie Chen, Yongming Liu · Expert Systems with Applications · 2020 · 153 citations

Fatigue Management, Engineering, Machine Learning +6

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

Yafei Ma, Jianren Zhang, Lei Wang et al. · Structural Safety · 2013 · 151 citations

Bridge Design, Reliability Engineering, Engineering +13

Structural response reconstruction based on empirical mode decomposition in time domain

Jingjing He, Xuefei Guan, Yongming Liu · Mechanical Systems and Signal Processing · 2012 · 131 citations

Modal Analysis, Structural Response Reconstruction, Engineering +13

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

Damage Mechanism, Engineering, Nondestructive Testing +11