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

Automatic seismic damage identification of reinforced concrete columns from images by a region-based deep convolutional neural network

(2019) Yang Xu et al.   Structural Control & Health Monitoring

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Compressive-sensing data reconstruction for structural health monitoring: a machine-learning approach

(2019) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep long short-term memory networks for nonlinear structural seismic response prediction

(2019) Ruiyang Zhang et al.   COMPUTERS & STRUCTURES

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

(2019) Gao Fan et al.   Structural Control & Health Monitoring

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural damage identification based on autoencoder neural networks and deep learning

(2018) Chathurdara Sri Nadith Pathirage et al.   ENGINEERING STRUCTURES

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

(2018) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Bayesian multi-task learning methodology for reconstruction of structural health monitoring data

(2018) Hua-Ping Wan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

(2018) Chathurdara Sri Nadith Pathirage et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Restoring method for missing data of spatial structural stress monitoring based on correlation

(2017) Zeyu Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Data-Driven Response Virtual Sensor Technique with Partial Vibration Measurements Using Convolutional Neural Network

(2017) Shan-Bin Sun et al.   SENSORS

Damage analysis of carbon nanofiber modified flax fiber composite by acoustic emission

(2017) Dongsheng Li et al.   Smart Structures and Systems

A novel distribution regression approach for data loss compensation in structural health monitoring

(2017) Zhicheng Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Compressive sensing of wireless sensors based on group sparse optimization for structural health monitoring

(2017) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Optimal multi-type sensor placement for response and excitation reconstruction

(2016) C.D. Zhang et al.   JOURNAL OF SOUND AND VIBRATION

Multi-type sensor placement and response reconstruction for structural health monitoring of long-span suspension bridges

(2016) You-Lin Xu et al.   Science Bulletin

Nonlinear structural model updating based on instantaneous frequencies and amplitudes of the decomposed dynamic responses

(2015) Zuo-Cai Wang et al.   ENGINEERING STRUCTURES

Development of a cost-effective and flexible vibration DAQ system for long-term continuous structural health monitoring

(2015) Theanh Nguyen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structural response reconstruction based on the modal superposition method in the presence of closely spaced modes

(2013) Zhimin Wan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Investigation of Temperature Effects on Modal Parameters of the China National Aquatics Center

(2012) Deyi Zhang et al.   ADVANCES IN STRUCTURAL ENGINEERING

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

(2012) J. Li et al.   ENGINEERING STRUCTURES

Structural response reconstruction based on empirical mode decomposition in time domain

(2012) Jingjing He et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Long-term monitoring and data analysis of the Tamar Bridge

(2012) E.J. Cross et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Field monitoring and numerical analysis of Tsing Ma Suspension Bridge temperature behavior

(2012) Yong Xia et al.   Structural Control & Health Monitoring

Compressive sampling–based data loss recovery for wireless sensor networks used in civil structural health monitoring

(2012) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Theoretical and experimental modal analysis of the Guangzhou New TV Tower

(2011) W.H. Chen et al.   ENGINEERING STRUCTURES

Substructural Response Reconstruction in Wavelet Domain

(2011) J. Li et al.   JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME

Structural response reconstruction with transmissibility concept in frequency domain

(2010) S.S. Law et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Sensor validation using minimum mean square error estimation

(2009) Jyrki Kullaa   MECHANICAL SYSTEMS AND SIGNAL PROCESSING