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Xiaoming LEI (雷晓鸣)
Xiaoming LEI (雷晓鸣)
Otros nombres雷晓鸣, X.M. Lei, X. Lei
Dirección de correo verificada de polyu.edu.hk
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Año
Lost data reconstruction for structural health monitoring using deep convolutional generative adversarial networks
X Lei, L Sun, Y Xia
Structural Health Monitoring 20 (4), 2069-2087, 2021
1502021
Mutual information based anomaly detection of monitoring data with attention mechanism and residual learning
X Lei, Y Xia, A Wang, X Jian, H Zhong, L Sun
Mechanical Systems and Signal Processing 182, 109607, 2023
852023
Long‐term performance monitoring and assessment of concrete beam bridges using neutral axis indicator
Y Xia, X Lei, P Wang, G Liu, L Sun
Structural Control and Health Monitoring, e2637, 2020
502020
A data‐driven approach for regional bridge condition assessment using inspection reports
Y Xia, X Lei, P Wang, L Sun
Structural Control and Health Monitoring 29 (4), e2915, 2022
452022
A deep reinforcement learning framework for life-cycle maintenance planning of regional deteriorating bridges using inspection data
X Lei, Y Xia, L Deng, L Sun
Structural and Multidisciplinary Optimization 65 (5), 149, 2022
412022
Sustainable life-cycle maintenance policymaking for network-level deteriorating bridges with a convolutional autoencoder–structured reinforcement learning agent
X Lei, Y Dong, DM Frangopol
Journal of Bridge Engineering 28 (9), 04023063, 2023
342023
Multi-level time-variant vulnerability assessment of deteriorating bridge networks with structural condition records
X Lei, Y Xia, Y Dong, L Sun
Engineering Structures 266, 114581, 2022
322022
Artificial intelligence based structural assessment for regional short-and medium-span concrete beam bridges with inspection information
Y Xia, X Lei, P Wang, L Sun
Remote Sensing 13 (18), 3687, 2021
292021
Vibration-based seismic damage states evaluation for regional concrete beam bridges using random forest method
X Lei, L Sun, Y Xia, T He
Sustainability 12 (12), 5106, 2020
272020
Interpretable machine learning methods for clarification of load-displacement effects on cable-stayed bridge
X Lei, DM Siringoringo, Y Dong, Z Sun
Measurement 220, 113390, 2023
262023
Displacement response estimation of a cable-stayed bridge subjected to various loading conditions with one-dimensional residual convolutional autoencoder method
X Lei, DM Siringoringo, Z Sun, Y Fujino
Structural Health Monitoring 22 (3), 1790-1806, 2023
262023
Seismic fragility assessment and maintenance management on regional bridges using bayesian multi-parameter estimation
X Lei, L Sun, Y Xia
Bulletin of Earthquake Engineering, 1-25, 2021
262021
Bayesian-optimized interpretable surrogate model for seismic demand prediction of urban highway bridges
X Lei, R Feng, Y Dong, C Zhai
Engineering Structures 301, 117307, 2024
202024
Condition level deteriorations modeling of RC beam bridges with U-Net convolutional neural networks
X Lei, Y Xia, S Komarizadehasl, L Sun
Structures 42, 333-342, 2022
162022
Novel technique for configuration transformation of 3D curved cables of suspension bridges: Application to the Dongtiao River Bridge
X Wang, DM Frangopol, Y Dong, X Lei, Y Zhang
Journal of Performance of Constructed Facilities 32 (4), 04018045, 2018
162018
Machine learning and genetic algorithm-based framework for the life-cycle cost-based optimal design of self-centering building structures
S Hu, X Lei
Journal of Building Engineering 78, 107671, 2023
142023
All-weather thermal simulation methods for concrete maglev bridge based on structural and meteorological monitoring data
A Wang, Z Zhang, X Lei, Y Xia, L Sun
Sensors 21 (17), 5789, 2021
132021
Predicting bridge longitudinal displacement from monitored operational loads with hierarchical CNN for condition assessment
Z Sun, M Sun, DM Siringoringo, Y Dong, X Lei
Mechanical Systems and Signal Processing 200, 110623, 2023
122023
Innovative design and construction process for a self-anchored suspension and cable-stayed cooperation bridge in China
X Wang, C Wang, M Zhang, Y Xu, X Lei
Structural Engineering International 28 (2), 178-184, 2018
112018
Finite element model updating method for continuous girder bridges using monitoring responses and traffic videos
L Luo, Y Xia, A Wang, X Lei, X Jian, L Sun
Structural Control and Health Monitoring 29 (11), e3062, 2022
102022
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