L. (Liangliang) Cheng, PhD

Tenure Track Assistant Professor

Faculty of Science and Engineering

Telephone:

+31 50 36 33395

E-mail:

liangliang.cheng rug.nl

Homepage ORCID Research Portal

Research interests

The research of Dr. Cheng Liangliang mainly focuses on the field of Non-Destructive Testing and Structural Health Monitoring (NDT & SHM), which involves the knowledge of, but not limited to, Dynamics and Vibration, Dynamic System Identification, Signal Processing, and Artificial intelligence.

Publications

A novel two-dimensional Hilbert transform method for structural vibration measurement and modal analysis

Xie, K. & Cheng, L., 15-Feb-2025, In: Mechanical systems and signal processing. 225, 16 p.

Research output: Contribution to journal › Article › Academic › peer-review

A Case Study on Vibration Analysis using DeepONet

Liu, E., HEDAYATRASA, S., Zhu, Y. & Cheng, L., Jun-2024, 11th European Workshop on Structural Health Monitoring. Media and Publishing Partner, 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

A novel phase motion estimation method for structural vibration measurement using two-dimensional hilbert transform

Xie, K. & Cheng, L., Sept-2024.

Research output: Contribution to conference › Paper › Academic

Camera-Based Dynamic Vibration Analysis Using Transformer-Based Model CoTracker and Dynamic Mode Decomposition

Cheng, L., de Groot, J., Xie, K., Si, Y. & Han, C., 30-May-2024, In: Sensors. 24, 11, 12 p., 3541.

Research output: Contribution to journal › Article › Academic › peer-review

Camera-Based Dynamic Vibration Measurement Using CoTracker Model

Cheng, L., de Groot, J., Xie, K. & Zhu, Y., 30-Oct-2024, 2024 6th International Conference on Industrial Artificial Intelligence (IAI). IEEE Xplore, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Data-driven approaches in modal analysis of building structures

Si, Y., Zhu, Y., Kutz, J. N. & Cheng, L., Sept-2024.

Research output: Contribution to conference › Paper › Academic

Data-Driven Science and Physically Interpretable Machine Learning for Complex Dynamic Systems

Zhu, Y., Liu, Z., Cheng, L. & Lang, Z., 12-Dec-2024, Elsevier.

Research output: Book/Report › Book › Academic › peer-review

Dynamic Monitoring of a Masonry Arch Rail Bridge Using a Distributed Fiber Optic Sensing System

Cheng, L., Cigada, A., zappa, E., Gilbert, M. & Lang, Z., Apr-2024, In: Journal of civil structural health monitoring. 14, p. 1075–1090 16 p.

Research output: Contribution to journal › Article › Academic › peer-review

Parameter Identification of Nonlinear Systems Using Generalized Associated Linear Equations (GALEs)

Zhang, W., Guo, X., Zhang, B., Zhu, Y., Cheng, L. & Peng, Z., 30-Oct-2024, (E-pub ahead of print) 2024 6th International Conference on Industrial Artificial Intelligence (IAI). IEEE Xplore, 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review