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Ling Liu

Tongji University

1239 Siping Road

Shanghai, 200092

China

SCHOLARLY PAPERS

2

DOWNLOADS

39

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Improved Deformation/Damage Localization Accuracy of Fibrous Composites Through Deep-Learning of Single Channel Data from Carbon Nanotube Sensors

Number of pages: 20 Posted: 29 Feb 2024
Tongji University, Tongji University, Tongji University, Dalian University of Technology and Tongji University
Downloads 39 (1,209,354)

Abstract:

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A. Carbon nanotube, A. Polymer-matrix composites (PMCs) B. Sensing, C. Damage, C. Deformation

2.

Hybrid theory-machine learning modeling and multi-objective optimization of multi-shape coplanar capacitive sensors with validation in composite defect detection

Number of pages: 25 Posted: 08 Jul 2026
Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN and Tongji University
Downloads 0

Abstract:

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Coplanar capacitive sensors, Machine learning, Hybrid model, Multi-objective optimization, Defect imaging