Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction

Jingxiao Liu , Siheng Chen , Mario Bergés , Jacobo Bielak
Mechanical Systems and Signal Processing 136 106454

62
2020
Scalable bridge health monitoring using drive-by vehicles: PhD forum abstract

Jingxiao Liu
international conference on embedded networked sensor systems 817 -818

2020
A window-based sequence-to-one approach with dynamic voting for nurse care activity recognition using acceleration-based wearable sensor

Yiwen Dong , Jingxiao Liu , Yitao Gao , Sulagna Sarkar
international symposium on wearable computers 390 -395

2020
MD-Vibe: physics-informed analysis of patient-induced structural vibration data for monitoring gait health in individuals with muscular dystrophy

Yiwen Dong , Joanna Jiaqi Zou , Jingxiao Liu , Jonathon Fagert
international symposium on wearable computers 525 -531

17
2020
Detecting anomalies in longitudinal elevation of track geometry using train dynamic responses via a variational autoencoder

Jingxiao Liu , Yujie Wei , Mario Bergés , Jacobo Bielak
Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019 10970

7
2019
Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring

Jingxiao Liu , Bingqing Chen , Siheng Chen , Mario Bergés
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 3007 -3011

1
2020
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation

Bingqing Chen , Jingxiao Liu , Henning Lange , Mario Berges
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 3262 -3266

1
2020
Dynamic responses, GPS positions and environmental conditions of two light rail vehicles in Pittsburgh.

Jingxiao Liu , Siheng Chen , George Lederman , David B. Kramer
Scientific Data 6 ( 1) 146 -146

2
2019
Urban system monitoring using combined vehicle onboard sensing and roadside distributed acoustic sensing

Siyuan Yuan , Jingxiao Liu , Hae Young Noh , Biondo Biondi
Smpte Journal D011S137R003

8
2021
A damage localization and quantification algorithm for indirect structural health monitoring of bridges using multi-task learning

Jingxiao Liu , Mario Bergés , Jacobo Bielak , James H Garrett
AIP Conference Proceedings 2102 ( 1)

25
2019
HierMUD: Hierarchical multi-task unsupervised domain adaptation between bridges for drive-by damage diagnosis

Jingxiao Liu , Susu Xu , Mario Bergés , Hae Young Noh
Structural Health Monitoring 22 ( 3) 1941 -1968

17
2023
Turning telecommunication fiber‐optic cables into distributed acoustic sensors for vibration‐based bridge health monitoring

Jingxiao Liu , Siyuan Yuan , Bin Luo , Biondo Biondi
Structural Control and Health Monitoring 2023 ( 1) 3902306 -3902306

10
2023
TelecomTM: A Fine-Grained and Ubiquitous Traffic Monitoring System Using Pre-Existing Telecommunication Fiber-Optic Cables as Sensors

Jingxiao Liu , Siyuan Yuan , Yiwen Dong , Biondo Biondi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 7 ( 2) 1 -24

5
2023
Predicting peak stresses in microstructured materials using convolutional encoder–decoder learning

Ankit Shrivastava , Jingxiao Liu , Kaushik Dayal , Hae Young Noh
Mathematics and Mechanics of Solids 27 ( 7) 1336 -1357

5
2022
Ambient floor vibration sensing advances the accessibility of functional gait assessments for children with muscular dystrophies

Yiwen Dong , Megan Iammarino , Jingxiao Liu , Jesse Codling
Scientific Reports 14 ( 1) 10774 -10774

3
2024
Spatial Deep Deconvolution U-Net for Traffic Analyses With Distributed Acoustic Sensing

Siyuan Yuan , Martijn van Den Ende , Jingxiao Liu , Hae Young Noh
IEEE Transactions on Intelligent Transportation Systems

2
2023
A hierarchical semantic segmentation framework for computer vision-based bridge damage detection

Jingxiao Liu , Yujie Wei , Bingqing Chen , Hae Young Noh
arXiv preprint arXiv:2207.08878

2
2022
Vibration-Based Bridge Health Monitoring using Telecommunication Cables

Jingxiao Liu , Siyuan Yuan , Bin Luo , Biondo Biondi
arXiv preprint arXiv:2205.05114

2
2022
Using vehicle‐induced DAS signals for near‐surface characterization with high spatiotemporal resolution

Siyuan Yuan , Jingxiao Liu , Hae Young Noh , Robert Clapp
Journal of Geophysical Research: Solid Earth 129 ( 4) e2023JB028033 -e2023JB028033

2024