Prof. LIU Cheng (劉成)

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Research Output

  1. 2024
  2. Online published

    Real-Time Pavement Damage Detection With Damage Shape Adaptation

    Zhang, Y. & Liu, C., 25 Jun 2024, (Online published) In: IEEE Transactions on Intelligent Transportation Systems. 10 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
    Check@CityULib
  3. Published

    Network for robust and high-accuracy pavement crack segmentation

    Zhang, Y. & Liu, C., Jun 2024, In: Automation in Construction. 162, 105375.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
    Check@CityULib
  4. Published

    Physics-guided deep learning for damage detection in CFRP composite structures

    Xu, X. & Liu, C., 1 Mar 2024, In: Composite Structures. 331, 117889.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  5. Published

    Few-shot meta transfer learning-based damage detection of composite structures

    Chen, Y., Xu, X. & Liu, C., Feb 2024, In: Smart Materials and Structures. 33, 2, 025027.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  6. Deep Domain Generalization-Based Indoor Pedestrian Identification Using Footstep-Induced Vibrations

    Xu, X., Deng, R., Zhao, G., Zhang, B. & Liu, C., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 2506708.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Check@CityULib
  7. 2023

  8. Training And/Or Operating Convolutional Neural Network Based Model For Diagnosing Damage In Composite Structure

    LIU, C. & XU, X., 8 Dec 2023, Patent No. HK30091808, Priority No. 32023076654.7

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)

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  9. Published

    Delamination Damage Detection of CFRP Composite Structures Using DSAN-based Deep Transfer Learning Approach

    Xu, X. & Liu, C., 12 Sept 2023, Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability. Farhangdoust, S., Guemes, A. & Chang, F. (eds.). DEStech Publications, Inc., 8 p. (Key IWSHM Book Series).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Check@CityULib
  10. Published

    Literature review of digital twin technologies for civil infrastructure

    Liu, C., Zhang, P. & Xu, X., Sept 2023, In: Journal of Infrastructure Intelligence and Resilience. 2, 3, 100050.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 22
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  11. Published

    META-TRANSFER-LEARNING BASED DAMAGE DETECTION OF CFRP COMPOSITE STRUCTURES

    CHEN, Y. & LIU, C., Sept 2023, Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability: Proceedings of the 14th International Workshop on Structural Health Monitoring. Farhangdoust, S., Guemes, A. & Chang, F. (eds.). Lancaster PA: DEStech Publications, p. 1236-1243 8 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Check@CityULib

  12. Deep transfer learning-based damage detection of composite structures by fusing monitoring data with physical mechanism

    Liu, C., Xu, X., Wu, J., Zhu, H. & Wang, C., Aug 2023, In: Engineering Applications of Artificial Intelligence. 123, Part A, 106245.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 10
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  13. Design of Active Sensing Smart Skin for Incipient Slip Detection in Robotics Applications

    Liu, C., Huh, T. M., Chen, S. X., Lu, L., Kopsaftopoulos, F., Cutkosky, M. R. & Chang, F., Jun 2023, In: IEEE/ASME Transactions on Mechatronics. 28, 3, p. 1766-1777

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  14. 2021

  15. Lamb wave-based damage detection of composite structures using deep convolutional neural network and continuous wavelet transform

    Wu, J., Xu, X., Liu, C., Deng, C. & Shao, X., 15 Nov 2021, In: Composite Structures. 276, 114590.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 82
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  16. 2020

  17. Internal Damage Identification of Sandwich Panels With Truss Core Through Dynamic Properties and Deep Learning

    Lu, L., Wang, Y., Bi, J., Liu, C., Song, H. & Huang, C., Sept 2020, In: Frontiers in Materials. 7, 301.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  18. Static tactile sensing for a robotic electronic skin via an electromechanical impedance-based approach

    Liu, C., Zhuang, Y., Nasrollahi, A., Lu, L., Haider, M. F. & Chang, F., May 2020, In: Sensors (Switzerland). 20, 10, 2830.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
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  19. 2019

  20. High accuracy flight state identification of a self-sensing wing via machine learning approaches

    Huang, Z., Zhao, H., Liu, C., Chen, X., Kopsaftopoulos, F. & Chang, F., Sept 2019, Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring. DEStech Publications Inc., Vol. 2. p. 1717-1724

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 3
    Check@CityULib

  21. Static tactile sensing for a robotic electronic skin via an electro-mechanical impedance based approach

    Liu, C., Zhuang, Y. & Chang, F., Sept 2019, Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring. DEStech Publications Inc., Vol. 2. p. 3485-3492

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Check@CityULib
  22. 2018

  23. Active sensing for measuring contact of thin film gecko-inspired adhesives

    Huh, T. M., Liu, C., Hashizume, J., Chen, T. G., Suresh, S. A., Chang, F. & Cutkosky, M. R., 1 Oct 2018, In: IEEE Robotics and Automation Letters. 3, 4, p. 3263-3270

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 10
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  24. Characterization of distributed microfabricated strain gauges on stretchable sensor networks for structural applications

    Chen, X., Topac, T., Smith, W., Ladpli, P., Liu, C. & Chang, F., 1 Oct 2018, In: Sensors (Switzerland). 18, 10, 3260.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 28
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  25. Multi-sensor information fusion for remaining useful life prediction of machining tools by adaptive network based fuzzy inference system

    Wu, J., Su, Y., Cheng, Y., Shao, X., Deng, C. & Liu, C., 1 Jul 2018, In: Applied Soft Computing Journal. 68, p. 13-23

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 167
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  26. An economical optimization model of non-periodic maintenance decision for deteriorating system

    Zhang, C., Zhu, H., Wu, J., Cheng, Y., Deng, Y. & Liu, C., 2018, In: IEEE Access. 6, p. 55149-55161 8474963.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 7
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