Xiao Liang

PhD

Xiao Liang.

Xiao Liang

PhD

Xiao Liang

PhD

Research Topics

Data Analytics; Infrastructure Systems; Structural Dynamics

Education Publications Teaching Research Awards
  • Chen, Z., Liang, X., & Zheng, M. (2021). Iterative Learning Control for Heterogeneous Systems. IEEE/ASME Transactions on Mechatronics, early access.
  • Eltouny, K. A., & Liang, X. (2021). Bayesian-Optimized Unsupervised Learning Approach for Structural Damage Detection. Computer-Aided Civil & Infrastructure Engineering, early access.
  • Sajedi, S. O., & Liang, X. (2021). Dual Bayesian Inference for Risk-Informed Vibration-Based Damage Diagnosis. Computer-Aided Civil & Infrastructure Engineering, early access.
  • Zheng, M., Lyu, X., Liang, X., & Zhang, F. (2021). A Generalized Design Method for Learning-Based Disturbance Observer. IEEE/ASME Transactions on Mechatronics, 26(1), 45-54.
  • Sajedi, S. O., & Liang, X.* (2021). Uncertainty-Assisted Deep Vision Structural Health Monitoring. Computer-Aided Civil & Infrastructure Engineering, 36(2), 126-142.
  • Chen, Z., Liang, X., & Zheng, M. (2020). Knowledge Transfer between Different UAVs for Trajectory Tracking. IEEE Robotics and Automation Letters, 5(3), 4939-4946. 
  • Sajedi, S. O., & Liang, X. (2020). Vibration-based Semantic Damage Segmentation for Large-Scale Structural Health Monitoring. Computer-Aided Civil & Infrastructure Engineering, 35(6), 579-596. 
  • Sajedi, S. O., & Liang, X. (2020). A Data-Driven Framework for Near-Real Time and Robust Damage Diagnosis of Building Structures. Structural Control & Health Monitoring, 27(3), e2488. 
  • Liang, X., & Mosalam, K.M. (2020). Ground Motion Selection and Modification Evaluation on Highway Bridges Subjected to Bi-directional Horizontal Excitation. Soil Dynamics & Earthquake Engineering, 130, 105994. 
  • Liang, X. (2019). Image-Based Post-Disaster Inspection of Reinforced Concrete Bridge Systems Using Deep Learning with Bayesian Optimization. Computer-Aided Civil & Infrastructure Engineering, 34(5), 415-430.