Xiaoming Lei

Lost data reconstruction for structural health monitoring using deep convolutional generative adversarial networks

Xiaoming Lei, Limin Sun, Ye Xia · Structural Health Monitoring · 2020 · 202 citations

Convolutional Neural Network, Engineering, Machine Learning +14

Mutual information based anomaly detection of monitoring data with attention mechanism and residual learning

Xiaoming Lei, Ye Xia, Ao Wang et al. · Mechanical Systems and Signal Processing · 2022 · 102 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +14

Long‐term performance monitoring and assessment of concrete beam bridges using neutral axis indicator

Ye Xia, Xiaoming Lei, Peng Wang et al. · Structural Control and Health Monitoring · 2020 · 55 citations

Engineering, Long‐term Performance Monitoring, Structural Performance +16

Sustainable Life-Cycle Maintenance Policymaking for Network-Level Deteriorating Bridges with a Convolutional Autoencoder–Structured Reinforcement Learning Agent

Xiaoming Lei, You Dong, Dan M. Frangopol · Journal of Bridge Engineering · 2023 · 52 citations

Artificial Intelligence, Engineering, Machine Learning +20

Bayesian-optimized interpretable surrogate model for seismic demand prediction of urban highway bridges

Xiaoming Lei, Ruiwei Feng, You Dong et al. · Engineering Structures · 2023 · 50 citations

Earthquake Engineering, Engineering, Uncertainty Quantification +10