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Yiming Liu

Stevens Institute of Technology

Hoboken, NJ 07030

United States

  • Stevens Institute of Technology

SCHOLARLY PAPERS

3

DOWNLOADS

239

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Machine Learning-Assisted Intelligent Interpretation of Distributed Fiber Optic Sensor Data for Automated Monitoring of Pipeline Corrosion

Number of pages: 39 Posted: 22 Nov 2023
Yiming Liu, Xiao Tan and Yi Bao
Stevens Institute of Technology, Stevens Institute of Technology and Stevens Institute of Technology
Downloads 101 (699,467)
Citation 1

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automatic sensor data interpretation, Bayesian optimization, distributed fiber optic sensor, Machine learning, pipeline, Structural health monitoring

2.

Machine Learning-Empowered Automatic Analysis of Distributed Fiber Optic Sensor Data for Monitoring Coincident Corrosion and Cracks in Pipelines

Number of pages: 35 Posted: 28 May 2024
Yiming Liu, Ying Huang and Yi Bao
Stevens Institute of Technology, North Dakota State University and Stevens Institute of Technology
Downloads 76 (844,901)

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distributed fiber optic sensors (DFOS), corrosion, crack, Machine Learning, interacting anomalies, Structural health Monitoring

3.

Machine Learning-Powered Automatic Detection and Prediction of Crack and Corrosion Using Spatiotemporal Measurement from Distributed Fiber Optic Sensors

Number of pages: 49 Posted: 22 Mar 2025
Sina Poorghasem, Yiming Liu and Yi Bao
Stevens Institute of Technology, Stevens Institute of Technology and Stevens Institute of Technology
Downloads 62 (942,565)

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damage detection, damage prediction, Digital twin, sensor configuration optimization, Structural Health Monitoring