Yunlai Liao

Machine Learning Based Quantitative Damage Monitoring of Composite Structure

Xinlin Qing, Yunlai Liao, Yihan Wang et al. · International Journal of Smart and Nano Materials · 2022 · 91 citations · Full text

Damage localization for composite structure using guided wave signals with Gramian angular field image coding and convolutional neural networks

Yunlai Liao, Xinlin Qing, Yihan Wang et al. · Composite Structures · 2023 · 62 citations

Damage Mechanism, Image Analysis, Engineering +6

Multiscale 1-DCNN for Damage Localization and Quantification Using Guided Waves With Novel Data Fusion Technique and New Self-Attention Module

Yunlai Liao, Yihan Wang, Xianping Zeng et al. · IEEE Transactions on Industrial Informatics · 2023 · 34 citations

Convolutional Neural Network, Engineering, Mechanical Engineering +20

Multi-axial load spectrum extrapolation method for fatigue durability of special vehicles based on extreme value theory

Guofeng Zheng, Yunlai Liao, Baixian Chen et al. · International Journal of Fatigue · 2023 · 16 citations

Reliability Engineering, Engineering, Service Life Prediction +11

An adaptive damage monitoring method based on transfer features mapped for advanced composite structures

Yihan Wang, Xiyue Cui, Qijian Liu et al. · Composite Structures · 2023 · 15 citations