All Stories

  1. Multi-task vision image restoration by diffusion model with low-rank adaption for vibration displacement measurement

    Article • Journal of Sound and Vibration, June 2026, Elsevier

    Prof Jun Li

  2. Data anomaly segmentation for structural health monitoring using denoising diffusion probabilistic models

    Article • Engineering Structures, May 2026, Elsevier

    Prof Jun Li

  3. Percussion-based method for detecting wall tie presence in masonry walls using deep learning technique

    Article • Engineering Structures, March 2026, Elsevier

    Prof Jun Li

  4. Advanced data reconstruction of vibration signals using a Cauchy–Schwarz variational autoencoder with a spatial-auto-temporal thermal consistency model

    Article • Measurement, March 2026, Elsevier

    Prof Jun Li

  5. Deep learning-based motion magnification and frames matching for structural displacement measurement using computer vision

    Article • Engineering Structures, January 2026, Elsevier

    Prof Jun Li

  6. Fast variational Bayesian inference for structural finite element model updating

    Article • Mechanical Systems and Signal Processing, January 2026, Elsevier

    Prof Jun Li

  7. Smartphone-based vehicle-road contact-point response identification with unknown vehicle parameters

    Article • Engineering Structures, January 2026, Elsevier

    Prof Jun Li

  8. Interpretable damage sensitive feature extraction for drive-by structural health monitoring using knowledge distillation-based deep learning

    Article • Journal of Sound and Vibration, December 2025, Elsevier

    Prof Jun Li

  9. Deep learning based data anomaly detection considering data imbalance and extreme loadings

    Article • Journal of Building Engineering, October 2025, Elsevier

    Prof Jun Li

  10. Advancing crack detection with generative AI for structural health monitoring

    Article • Structural Health Monitoring, September 2025, SAGE Publications

    Prof Jun Li

  11. DIMMC: A 3D vision approach for structural displacement measurement using a moving camera

    Article • Engineering Structures, September 2025, Elsevier

    Prof Jun Li

  12. Measurement uncertainty quantification for computer vision-based structural dynamic displacement monitoring

    Article • Measurement, September 2025, Elsevier

    Prof Jun Li

  13. Structural damage identification based on physics-guided deep learning: applications to large-scale structures

    Article • Structural Health Monitoring, August 2025, SAGE Publications

    Prof Jun Li

  14. Temperature field characteristics of concrete box girders in rigid-frame bridges based on fine simulation and monitoring

    Article • Case Studies in Thermal Engineering, August 2025, Elsevier

    Prof Jun Li

  15. Robust 3D vessel trajectory monitoring with monocular vision based deep learning and surveillance cameras

    Article • Ocean Engineering, July 2025, Elsevier

    Prof Jun Li

  16. Structural damage identification using phase space matrix with convolutional neural networks

    Article • Structures, June 2025, Elsevier

    Prof Jun Li

  17. A review of recent advances in data-driven computer vision methods for structural damage evaluation: algorithms, applications, challenges, and future opportunities

    Article • Archives of Computational Methods in Engineering, April 2025, Springer Science + Business Media

    Prof Jun Li

  18. Data augmentation of dynamic responses for structural health monitoring using denoising diffusion probabilistic models

    Article • Engineering Structures, April 2025, Elsevier

    Prof Jun Li

  19. Missing data imputation for structural health monitoring using unsupervised domain adaptation and pretraining techniques

    Article • Engineering Structures, April 2025, Elsevier

    Prof Jun Li

  20. Automatic complex concrete crack detection and quantification based on point clouds and deep learning

    Article • Engineering Structures, March 2025, Elsevier

    Prof Jun Li

  21. Target-free vision method for planar displacement measurement of structures subjected to out-of-plane movement by UAV

    Article • Journal of Sound and Vibration, March 2025, Elsevier

    Prof Jun Li

  22. Moving beyond 3D digital representation to behavioral digital twins in building, infrastructure, and urban assets

    Article • Advanced Engineering Informatics, March 2025, Elsevier

    Prof Jun Li

  23. Non-contact vision-based response reconstruction and reinforcement learning guided evolutionary algorithm for substructural condition assessment

    Article • Mechanical Systems and Signal Processing, February 2025, Elsevier

    Prof Jun Li

  24. Advancements in 3D displacement measurement for civil Structures: A monocular vision approach with moving cameras

    Article • Measurement, January 2025, Elsevier

    Prof Jun Li

  25. Hybrid‐Driven Digital Twin Framework for Time‐Variant Reliability Assessment of Civil Structures

    Article • Structural Control and Health Monitoring, January 2025, Wiley

    Prof Jun Li

  26. Non‐probabilistic Structural Damage Identification With Uncertainties by Phase Space–Based CNN

    Article • Structural Control and Health Monitoring, January 2025, Wiley

    Prof Jun Li

  27. Embedded Vision‐Based Sensing System for Noncontact Cable Vibration Monitoring With IoT Technologies

    Article • Structural Control and Health Monitoring, January 2025, Wiley

    Prof Jun Li

  28. 3D displacement measurement using a single-camera and mesh deformation neural network

    Article • Engineering Structures, November 2024, Elsevier

    Prof Jun Li

  29. Smart structural health monitoring using computer vision and edge computing

    Article • Engineering Structures, November 2024, Elsevier

    Prof Jun Li

  30. Structural damage identification by using physics-guided residual neural networks

    Article • Engineering Structures, November 2024, Elsevier

    Prof Jun Li

  31. Deep learning for automated multiclass surface damage detection in bridge inspections

    Article • Automation in Construction, October 2024, Elsevier

    Prof Jun Li

  32. Physics-guided deep learning based on modal sensitivity for structural damage identification with unseen damage patterns

    Article • Engineering Structures, October 2024, Elsevier

    Prof Jun Li

  33. Systematical vibration data recovery based on novel convolutional self-attention networks

    Article • Journal of Civil Structural Health Monitoring, September 2024, Springer Science + Business Media

    Prof Jun Li

  34. Impact of Rubber Content on Performance of Ultra-High-Performance Rubberised Concrete (UHPRuC)

    Article • International Journal of Concrete Structures and Materials, September 2024, Springer Science + Business Media

    Prof Jun Li

  35. Out-of-plane full-field vibration displacement measurement with monocular computer vision

    Article • Automation in Construction, September 2024, Elsevier

    Prof Jun Li

  36. Structural Damage Classification of Large-Scale Bridges Using Convolutional Neural Networks and Time Domain Responses

    Article • Journal of Performance of Constructed Facilities, August 2024, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  37. 3DGEN: a framework for generating custom-made synthetic 3D datasets for civil structure health monitoring

    Article • Structural Health Monitoring, July 2024, SAGE Publications

    Prof Jun Li

  38. Damage identification of steel bridge based on data augmentation and adaptive optimization neural network

    Article • Structural Health Monitoring, July 2024, SAGE Publications

    Prof Jun Li

  39. Detection of wind turbine blade abnormalities through a deep learning model integrating VAE and neural ODE

    Article • Ocean Engineering, June 2024, Elsevier

    Prof Jun Li

  40. Structural damage quantification using long short-term memory (LSTM) auto-encoder and impulse response functions

    Article • Journal of Infrastructure Intelligence and Resilience, June 2024, Elsevier

    Prof Jun Li

  41. Reducing false damage detections in guided ultrasonic wave monitoring systems using a denoising autoencoder

    Article • Nondestructive Testing And Evaluation, May 2024, Taylor & Francis

    Prof Jun Li

  42. Finite Linear Representation of Nonlinear Structural Dynamics Using Phase Space Embedding Coordinate

    Article • Journal of Engineering Mechanics, May 2024, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  43. Baseline-free structural damage detection using PCA- Hilbert transform with limited sensors

    Article • Journal of Sound and Vibration, January 2024, Elsevier

    Prof Jun Li

  44. Computer vision-based displacement identification and its application to bridge condition assessment under operational conditions

    Article • Smart Construction, January 2024, ELS Publishing Co. Limited

    Prof Jun Li

  45. Development and experimental verification of an IoT sensing system for drive-by bridge health monitoring

    Article • Engineering Structures, October 2023, Elsevier

    Prof Jun Li

  46. Mobile crowdsensing framework for drive-by-based dense spatial-resolution bridge mode shape identification

    Article • Engineering Structures, October 2023, Elsevier

    Prof Jun Li

  47. Monocular vision based 3D vibration displacement measurement for civil engineering structures

    Article • Engineering Structures, October 2023, Elsevier

    Prof Jun Li

  48. Damage assessment of segmental concrete beams with different types of joints and prestressed external tendons

    Article • International Journal of Structural Stability and Dynamics, August 2023, World Scientific Pub Co Pte Lt

    Prof Jun Li

  49. A novel transformer-based semantic segmentation framework for structural condition assessment

    Article • Structural Health Monitoring, July 2023, SAGE Publications

    Prof Jun Li

  50. Multi‐channel response reconstruction using transformer based generative adversarial network

    Article • Earthquake Engineering & Structural Dynamics, July 2023, Wiley

    Prof Jun Li

  51. Fully decouple convolutional network for damage detection of rebars in RC beams

    Article • Engineering Structures, June 2023, Elsevier

    Prof Jun Li

  52. Reliability analysis of bridges under different loads using polynomial chaos and subset simulation

    Article • Earthquake Engineering and Resilience, June 2023, Wiley

    Prof Jun Li

  53. Post-earthquake reliability assessment of segmental column structures based on nonlinear model updating

    Article • Engineering Structures, May 2023, Elsevier

    Prof Jun Li

  54. Analysis of ultrasonic nonlinearity for bolt hole crack detection in rail joints by wavelet packet decomposition

    Article • Advances in Structural Engineering, March 2023, SAGE Publications

    Prof Jun Li

  55. Target-free vision-based approach for modal identification of a simply-supported bridge

    Article • Engineering Structures, March 2023, Elsevier

    Prof Jun Li

  56. Structural dynamic response reconstruction using self-attention enhanced generative adversarial networks

    Article • Engineering Structures, February 2023, Elsevier

    Prof Jun Li

  57. Towards next generation design of sustainable, durable, multi-hazard resistant, resilient, and smart civil engineering structures

    Article • Engineering Structures, February 2023, Elsevier

    Prof Jun Li

  58. The application of deep learning in bridge health monitoring: a literature review

    Article • Advances in Bridge Engineering, December 2022, Springer Science + Business Media

    Prof Jun Li

  59. Target-free 3D tiny structural vibration measurement based on deep learning and motion magnification

    Article • Journal of Sound and Vibration, November 2022, Elsevier

    Prof Jun Li

  60. Identification of gradually varying physical parameters based on discrete cosine transform using partial measurements

    Article • Structural Control and Health Monitoring, October 2022, Hindawi Publishing Corporation

    Prof Jun Li

  61. Output-only complete mode shape identification of bridges using a limited number of sensors

    Article • Mechanical Systems and Signal Processing, October 2022, Elsevier

    Prof Jun Li

  62. Structural behavior and vibration characteristics of geopolymer composite lightweight sandwich panels for prefabricated buildings

    Article • Journal of Building Engineering, October 2022, Elsevier

    Prof Jun Li

  63. Structural damage detection using low-rank matrix approximation and cointegration analysis

    Article • Engineering Structures, September 2022, Elsevier

    Prof Jun Li

  64. Damage detection of wind turbine blades by Bayesian multivariate cointegration

    Article • Ocean Engineering, August 2022, Elsevier

    Prof Jun Li

  65. Structural damage detection via phase space based manifold learning under changing environmental and operational conditions

    Article • Engineering Structures, July 2022, Elsevier

    Prof Jun Li

  66. Structural damage quantification using ensemble‐based extremely randomised trees and impulse response functions

    Article • Structural Control and Health Monitoring, June 2022, Hindawi Publishing Corporation

    Prof Jun Li

  67. Load-Carrying Capacity Assessment of an Existing Highway Bridge Based on Hybrid Finite-Element Model Updating

    Article • Journal of Performance of Constructed Facilities, June 2022, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  68. Simultaneous identification of structural damage and nonlinear hysteresis parameters by an evolutionary algorithm-based artificial neural network

    Article • International Journal of Non-Linear Mechanics, June 2022, Elsevier

    Prof Jun Li

  69. Real-Time Identification of Time-Varying Cable Force Using an Improved Adaptive Extended Kalman Filter

    Article • Sensors, May 2022, MDPI AG

    Prof Jun Li

  70. Structural damage detection by integrating robust PCA and classical PCA for handling environmental variations and imperfect measurement data

    Article • Advances in Structural Engineering, April 2022, SAGE Publications

    Prof Jun Li

  71. Phase space reconstruction and Koopman operator based linearization of nonlinear model for damage detection of nonlinear structures

    Article • Advances in Structural Engineering, April 2022, SAGE Publications

    Prof Jun Li

  72. Time-Varying System Identification of Precast Segmental Columns Subjected to Seismic Excitations

    Article • Journal of Bridge Engineering, April 2022, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  73. A substructural and wavelet multiresolution approach for identifying time-varying physical parameters by partial measurements

    Article • Journal of Sound and Vibration, April 2022, Elsevier

    Prof Jun Li

  74. Prestress Force Monitoring and Quantification of Precast Segmental Beams through Neutral Axis Location Identification

    Article • Applied Sciences, March 2022, MDPI AG

    Prof Jun Li

  75. Data driven structural damage assessment using phase space embedding and Koopman operator under stochastic excitations

    Article • Engineering Structures, March 2022, Elsevier

    Prof Jun Li

  76. Damage detection in bridges under moving loads based on subspace projection residuals

    Article • Advances in Structural Engineering, January 2022, SAGE Publications

    Prof Jun Li

  77. Computer vision based target-free 3D vibration displacement measurement of structures

    Article • Engineering Structures, November 2021, Elsevier

    Prof Jun Li

  78. Reliability based design optimization of bridges considering bridge-vehicle interaction by Kriging surrogate model

    Article • Engineering Structures, November 2021, Elsevier

    Prof Jun Li

  79. Densely connected convolutional networks for vibration based structural damage identification

    Article • Engineering Structures, October 2021, Elsevier

    Prof Jun Li

  80. Probabilistic model updating via variational Bayesian inference and adaptive Gaussian process modeling

    Article • Computer Methods in Applied Mechanics and Engineering, September 2021, Elsevier

    Prof Jun Li

  81. Identification of time-varying nonlinear structural physical parameters by integrated WMA and UKF/UKF-UI

    Article • Nonlinear Dynamics, August 2021, Springer Science + Business Media

    Prof Jun Li

  82. Review of piezoelectric impedance based structural health monitoring: Physics-based and data-driven methods

    Article • Advances in Structural Engineering, August 2021, SAGE Publications

    Prof Jun Li

  83. Improving identifiability of structural damage using higher order responses and phase space technique

    Article • Structural Control and Health Monitoring, June 2021, Hindawi Publishing Corporation

    Prof Jun Li

  84. Nonlinear structural damage detection using output‐only Volterra series model

    Article • Structural Control and Health Monitoring, May 2021, Hindawi Publishing Corporation

    Prof Jun Li

  85. Data driven structural dynamic response reconstruction using segment based generative adversarial networks

    Article • Engineering Structures, May 2021, Elsevier

    Prof Jun Li

  86. Fully automated precise operational modal identification

    Article • Engineering Structures, May 2021, Elsevier

    Prof Jun Li

  87. Structural damage detection based on swarm intelligence technique and hybrid objective function

    Article • April 2021, Taylor & Francis

    Prof Jun Li

  88. Using deep learning technique for non-model based vibration response reconstruction

    Article • April 2021, Taylor & Francis

    Prof Jun Li

  89. Structural damage identification with limited modal measurements and ultra‐sparse Bayesian regression

    Article • Structural Control and Health Monitoring, April 2021, Wiley

    Prof Jun Li

  90. Enhanced vibration decomposition method based on multisynchrosqueezing transform and analytical mode decomposition

    Article • Structural Control and Health Monitoring, March 2021, Wiley

    Prof Jun Li

  91. Damage quantification of beam structures using deflection influence line changes and sparse regularization

    Article • Advances in Structural Engineering, February 2021, SAGE Publications

    Prof Jun Li

  92. Failure mechanism of geopolymer composite lightweight sandwich panel under flexural and edgewise compressive loads

    Article • Construction and Building Materials, February 2021, Elsevier

    Prof Jun Li

  93. Using a single sensor for bridge condition monitoring via moving embedded principal component analysis

    Article • Structural Health Monitoring, December 2020, SAGE Publications

    Prof Jun Li

  94. Using Deep Learning Technique for Recovering the Lost Measurement Data

    Article • December 2020, Springer Science + Business Media

    Prof Jun Li

  95. Using Novel Time Frequency Analysis Method for Time-Varying System Identification

    Article • December 2020, Springer Science + Business Media

    Prof Jun Li

  96. Damage Identification in Plate Structures Using Sparse Regularization Based Electromechanical Impedance Technique

    Article • Sensors, December 2020, MDPI AG

    Prof Jun Li

  97. Development and application of random forest technique for element level structural damage quantification

    Article • Structural Control and Health Monitoring, December 2020, Wiley

    Prof Jun Li

  98. A modified Artificial Bee Colony algorithm for structural damage identification under varying temperature based on a novel objective function

    Article • Applied Mathematical Modelling, December 2020, Elsevier

    Prof Jun Li

  99. Modal Identification of damped vibrating systems by iterative smooth orthogonal decomposition method

    Article • Advances in Structural Engineering, November 2020, SAGE Publications

    Prof Jun Li

  100. Defect detection in pipe structures using stochastic resonance of Duffing oscillator and ultrasonic guided waves

    Article • International Journal of Pressure Vessels and Piping, November 2020, Elsevier

    Prof Jun Li

  101. Fragility analyses of offshore wind turbines subjected to aerodynamic and sea wave loadings

    Article • Renewable Energy, November 2020, Elsevier

    Prof Jun Li

  102. Non-probabilistic method to consider uncertainties in structural damage identification based on Hybrid Jaya and Tree Seeds Algorithm

    Article • Engineering Structures, October 2020, Elsevier

    Prof Jun Li

  103. High‐resolution time‐frequency representation for instantaneous frequency identification by adaptive Duffing oscillator

    Article • Structural Control and Health Monitoring, September 2020, Wiley

    Prof Jun Li

  104. Damage Detection in Initially Nonlinear Structures Based on Variational Mode Decomposition

    Article • International Journal of Structural Stability and Dynamics, September 2020, World Scientific Pub Co Pte Lt

    Prof Jun Li

  105. Preface: Recent Research Advances on Structural Health Monitoring of Civil Engineering Structures

    Article • International Journal of Structural Stability and Dynamics, September 2020, World Scientific Pub Co Pte Lt

    Prof Jun Li

  106. Effect of Adding Methylcellulose on Mechanical and Vibration Properties of Geopolymer Paste and Hybrid Fiber-Reinforced Geopolymer Composite

    Article • Journal of Materials in Civil Engineering, July 2020, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  107. Reliability analysis and design optimization of nonlinear structures

    Article • Reliability Engineering & System Safety, June 2020, Elsevier

    Prof Jun Li

  108. Vibration signal denoising for structural health monitoring by residual convolutional neural networks

    Article • Measurement, June 2020, Elsevier

    Prof Jun Li

  109. Deep residual network framework for structural health monitoring

    Article • Structural Health Monitoring, May 2020, SAGE Publications

    Prof Jun Li

  110. Dynamic response reconstruction for structural health monitoring using densely connected convolutional networks

    Article • Structural Health Monitoring, May 2020, SAGE Publications

    Prof Jun Li

  111. Structural damage identification by sparse deep belief network using uncertain and limited data

    Article • Structural Control and Health Monitoring, May 2020, Wiley

    Prof Jun Li

  112. Bridge condition monitoring using fixed moving principal component analysis

    Article • Structural Control and Health Monitoring, February 2020, Wiley

    Prof Jun Li

  113. Non-probabilistic method to consider uncertainties in frequency response function for vibration-based damage detection using Artificial Neural Network

    Article • Journal of Sound and Vibration, February 2020, Elsevier

    Prof Jun Li

  114. Structural Damage Detection with Uncertainties Using a Modified Tree Seeds Algorithm

    Article • November 2019, Springer Science + Business Media

    Prof Jun Li

  115. Stochastic dynamic analysis of marine risers considering fluid-structure interaction and system uncertainties

    Article • Engineering Structures, November 2019, Elsevier

    Prof Jun Li

  116. Improved automated operational modal identification of structures based on clustering

    Article • Structural Control and Health Monitoring, October 2019, Wiley

    Prof Jun Li

  117. Structural damage identification using improved Jaya algorithm based on sparse regularization and Bayesian inference

    Article • Mechanical Systems and Signal Processing, October 2019, Elsevier

    Prof Jun Li

  118. Time-varying system identification by enhanced Empirical Wavelet Transform based on Synchroextracting Transform

    Article • Engineering Structures, October 2019, Elsevier

    Prof Jun Li

  119. Multi-scale stochastic dynamic response analysis of offshore risers with lognormal uncertainties

    Article • Ocean Engineering, October 2019, Elsevier

    Prof Jun Li

  120. An Improved SSI Approach for Structural Modal Identification

    Article • September 2019, Springer Science + Business Media

    Prof Jun Li

  121. Bridge condition monitoring under moving loads using two sensor measurements

    Article • Structural Health Monitoring, August 2019, SAGE Publications

    Prof Jun Li

  122. Lost data recovery for structural health monitoring based on convolutional neural networks

    Article • Structural Control and Health Monitoring, August 2019, Wiley

    Prof Jun Li

  123. Target-free vision-based technique for vibration measurements of structures subjected to out-of-plane movements

    Article • Engineering Structures, July 2019, Elsevier

    Prof Jun Li

  124. Nonlinear hysteretic parameter identification using an improved tree-seed algorithm

    Article • Swarm and Evolutionary Computation, May 2019, Elsevier

    Prof Jun Li

  125. Bridge influence line identification based on adaptive B‐spline basis dictionary and sparse regularization

    Article • Structural Control and Health Monitoring, April 2019, Wiley

    Prof Jun Li

  126. Structural damage identification with uncertain modelling error and measurement noise by clustering based tree seeds algorithm

    Article • Engineering Structures, April 2019, Elsevier

    Prof Jun Li

  127. Sustainable High-Performance Resilient Structures

    Article • Engineering, April 2019, Elsevier

    Prof Jun Li

  128. Using polynomial chaos expansion for uncertainty and sensitivity analysis of bridge structures

    Article • Mechanical Systems and Signal Processing, March 2019, Elsevier

    Prof Jun Li

  129. Bayesian based nonlinear model updating using instantaneous characteristics of structural dynamic responses

    Article • Engineering Structures, March 2019, Elsevier

    Prof Jun Li

  130. Operational modal identification of structures based on improved empirical wavelet transform

    Article • Structural Control and Health Monitoring, January 2019, Wiley

    Prof Jun Li

  131. Damage identification in underground tunnel structures with wavelet based residual force vector

    Article • Engineering Structures, January 2019, Elsevier

    Prof Jun Li

  132. Influence of Asphalt Pavement Conditions on Fatigue Damage of Orthotropic Steel Decks: Parametric Analysis

    Article • Journal of Bridge Engineering, December 2018, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  133. Micro-seismic event detection and location in underground mines by using Convolutional Neural Networks (CNN) and deep learning

    Article • Tunnelling and Underground Space Technology, November 2018, Elsevier

    Prof Jun Li

  134. In Situ Data Analysis for Condition Assessment of an Existing Prestressed Concrete Bridge

    Article • Journal of Aerospace Engineering, November 2018, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  135. Silo quake response spectrum of iron ore train load out bin

    Article • Advanced Powder Technology, November 2018, Elsevier

    Prof Jun Li

  136. Impedance resonant frequency sensitivity based structural damage identification with sparse regularization: experimental studies

    Article • Smart Materials and Structures, October 2018, Institute of Physics Publishing

    Prof Jun Li

  137. Structural damage identification based on autoencoder neural networks and deep learning

    Article • Engineering Structures, October 2018, Elsevier

    Prof Jun Li

  138. Structural identification and evaluation for SHM applications

    Article • Journal of Civil Structural Health Monitoring, September 2018, Springer Science + Business Media

    Prof Jun Li

  139. Development and application of a deep learning–based sparse autoencoder framework for structural damage identification

    Article • Structural Health Monitoring, September 2018, SAGE Publications

    Prof Jun Li

  140. Identification of Minor Structural Damage Based on Electromechanical Impedance Sensitivity and Sparse Regularization

    Article • Journal of Aerospace Engineering, September 2018, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  141. Structural Damage Detection Considering Sensor Performance Degradation and Measurement Noise Effect

    Article • Measurement, August 2018, Elsevier

    Prof Jun Li

  142. A Novel Parallel Auto-Encoder Framework for Multi-Scale Data in Civil Structural Health Monitoring

    Article • Algorithms, July 2018, MDPI AG

    Prof Jun Li

  143. Detection of minor damage in structures with guided wave signals and nonlinear oscillator

    Article • Measurement, July 2018, Elsevier

    Prof Jun Li

  144. Improved decentralized structural identification with output-only measurements

    Article • Measurement, July 2018, Elsevier

    Prof Jun Li

  145. Fatigue reliability evaluation of deck-to-rib welded joints in OSD considering stochastic traffic load and welding residual stress

    Article • International Journal of Fatigue, June 2018, Elsevier

    Prof Jun Li

  146. Time-varying system identification using variational mode decomposition

    Article • Structural Control and Health Monitoring, March 2018, Wiley

    Prof Jun Li

  147. Stochastic dynamic analysis of marine risers considering Gaussian system uncertainties

    Article • Journal of Sound and Vibration, March 2018, Elsevier

    Prof Jun Li

  148. Source identification of microseismic events in underground mines with interferometric imaging and cross wavelet transform

    Article • Tunnelling and Underground Space Technology, January 2018, Elsevier

    Prof Jun Li

  149. Application of deep autoencoder model for structural condition monitoring

    Article • Journal of Systems Engineering and Electronics, January 2018, Journal of Systems Engineering and Electronics

    Prof Jun Li

  150. Guest Editorial: Recent Advances on Structural Control, Health Monitoring and Applications in Bridge Engineering

    Article • International Journal of Structural Stability and Dynamics, December 2017, World Scientific Pub Co Pte Lt

    Prof Jun Li

  151. Bridge Condition Assessment Under Moving Loads Using Multi-sensor Measurements and Vibration Phase Technology

    Article • October 2017, Springer Science + Business Media

    Prof Jun Li

  152. Structural response recovery based on improved multi-scale principal component analysis considering sensor performance degradation

    Article • Advances in Structural Engineering, July 2017, SAGE Publications

    Prof Jun Li

  153. Structural damage identification based on modified Artificial Bee Colony algorithm using modal data

    Article • Inverse Problems in Science and Engineering, April 2017, Taylor & Francis

    Prof Jun Li

  154. Damage detection in bridge structures under moving loads with phase trajectory change of multi-type vibration measurements

    Article • Mechanical Systems and Signal Processing, March 2017, Elsevier

    Prof Jun Li

  155. Damage Identification and Optimal Sensor Placement for Structures under Unknown Traffic-Induced Vibrations

    Article • Journal of Aerospace Engineering, March 2017, American Society of Civil Engineers (ASCE)

    Prof Jun Li

  156. Strain Transfer Analysis of a Clamped Fiber Bragg Grating Sensor

    Article • Applied Sciences, February 2017, MDPI AG

    Prof Jun Li

  157. Micro-seismic monitoring in mines based on cross wavelet transform

    Article • Earthquakes and Structures, December 2016, Techno-Press

    Prof Jun Li

  158. Multiple Pounding Tuned Mass Damper (MPTMD) control on benchmark tower subjected to earthquake excitations

    Article • Earthquakes and Structures, December 2016, Techno-Press

    Prof Jun Li

  159. Piezoelectric impedance based damage detection in truss bridges based on time frequency ARMA model

    Article • Smart Structures and Systems, September 2016, Techno-Press

    Prof Jun Li

  160. Health monitoring of joint conditions in steel truss bridges with relative displacement sensors

    Article • Measurement, June 2016, Elsevier

    Prof Jun Li

  161. Stress Influence Line Identification of Long Suspension Bridges Installed with Structural Health Monitoring Systems

    Article • International Journal of Structural Stability and Dynamics, May 2016, World Scientific Pub Co Pte Lt

    Prof Jun Li

  162. A review of recent research advances on structural health monitoring in Western Australia

    Article • Structural Monitoring and Maintenance, March 2016, Techno-Press

    Prof Jun Li

  163. Substructural interface force identification with limited vibration measurements

    Article • Journal of Civil Structural Health Monitoring, February 2016, Springer Science + Business Media

    Prof Jun Li

  164. Strain Transfer Analysis of Embedded Fiber Bragg Grating Strain Sensor

    Article • Journal of Testing and Evaluation, November 2015, ASTM International

    Prof Hong Hao, Prof Jun Li

  165. Damage detection of shear connectors under moving loads with relative displacement measurements

    Article • Mechanical Systems and Signal Processing, August 2015, Elsevier

    Prof Jun Li

  166. Damage assessment of shear connectors with vibration measurements and power spectral density transmissibility

    Article • STRUCTURAL ENGINEERING AND MECHANICS, April 2015, Techno-Press

    Prof Jun Li

  167. Structural damage identification with power spectral density transmissibility: numerical and experimental studies

    Article • Smart Structures and Systems, January 2015, Techno-Press

    Prof Jun Li

  168. Effect of High Speed Rail Transit and Impact Loads on Ballast Degradation

    Article • November 2014, Springer Science + Business Media

    Prof Jun Li

  169. Development of a relative displacement sensor for structural health monitoring

    Article • Structural Control and Health Monitoring, October 2014, Wiley

    Prof Jun Li

  170. Substructure damage identification based on wavelet-domain response reconstruction

    Article • Structural Health Monitoring, May 2014, SAGE Publications

    Prof Jun Li

  171. Dynamic Assessment of Shear Connectors in Composite Bridges with Ambient Vibration Measurements

    Article • Advances in Structural Engineering, May 2014, SAGE Publications

    Prof Jun Li

  172. Parallel Decentralized Damage Detection of a Structure with Subsets of Parameters

    Article • AIAA Journal, March 2014, American Institute of Aeronautics and Astronautics (AIAA)

    Prof Jun Li

  173. DAMAGE DETECTION OF SHEAR CONNECTORS IN BRIDGE STRUCTURES WITH TRANSMISSIBILITY IN FREQUENCY DOMAIN

    Article • International Journal of Structural Stability and Dynamics, March 2014, World Scientific Pub Co Pte Lt

    Prof Jun Li

  174. Structural Health Monitoring‐Oriented Data Mining, Feature Extraction, and Condition Assessment

    Article • Mathematical Problems in Engineering, January 2014, Wiley

    Professor Stathis C Stiros, Prof Jun Li

  175. Improved damage identification in bridge structures subject to moving loads: Numerical and experimental studies

    Article • International Journal of Mechanical Sciences, September 2013, Elsevier

    Prof Jun Li

  176. Damage Detection of Shear Connectors Based on Power Spectral Density Transmissibility

    Article • Key Engineering Materials, July 2013, Trans Tech Publications

    Prof Jun Li

  177. Damage Detection of a Substructure Based on Response Reconstruction in Frequency Domain

    Article • Key Engineering Materials, July 2013, Trans Tech Publications

    Prof Jun Li

  178. Substructure damage identification based on response reconstruction in frequency domain and model updating

    Article • Engineering Structures, August 2012, Elsevier

    Prof Jun Li

  179. Damage identification of a target substructure with moving load excitation

    Article • Mechanical Systems and Signal Processing, July 2012, Elsevier

    Prof Jun Li

  180. Substructural Damage Detection With Incomplete Information of the Structure

    Article • Journal of Applied Mechanics, January 2012, ASME International

    Prof Jun Li

  181. A response to the discussion of “Updating the reliability of a concrete bridge structure based on condition assessment with uncertainties”

    Article • Engineering Structures, May 2011, Elsevier

    Prof Jun Li

  182. Structural response reconstruction with transmissibility concept in frequency domain

    Article • Mechanical Systems and Signal Processing, April 2011, Elsevier

    Prof Jun Li

  183. Substructural Response Reconstruction in Wavelet Domain

    Article • Journal of Applied Mechanics, January 2011, ASME International

    Prof Jun Li

  184. Updating the reliability of a concrete bridge structure based on condition assessment with uncertainties

    Article • Engineering Structures, January 2010, Elsevier

    Prof Jun Li