Dual Bayesian inference for risk‐informed vibration‐based damage diagnosis

Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling

(2020) Ruiyang Zhang et al.   ENGINEERING STRUCTURES

Reconstructing seismic response demands across multiple tall buildings using kernel‐based machine learning methods

(2019) Han Sun et al.   Structural Control & Health Monitoring

Structural health monitoring using extremely compressed data through deep learning

(2019) Mohsen Azimi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vibration‐based semantic damage segmentation for large‐scale structural health monitoring

(2019) Seyed Omid Sajedi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Ground motion selection and modification evaluation for highway bridges subjected to Bi-directional horizontal excitation

(2019) Xiao Liang et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A data‐driven framework for near real‐time and robust damage diagnosis of building structures

(2019) Seyed Omid Sajedi et al.   Structural Control & Health Monitoring

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

(2018) Carlos A. Perez-Ramirez et al.   ENGINEERING STRUCTURES

Vibration‐based structural condition assessment using convolution neural networks

(2018) Hamid Khodabandehlou et al.   Structural Control & Health Monitoring

A robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves

(2018) Sergio Cantero-Chinchilla et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Time-frequency techniques for modal parameters identification of civil structures from acquired dynamic signals

(2016) Hojjat Adeli et al.   Journal of Vibroengineering

New method for modal identification of super high-rise building structures using discretized synchrosqueezed wavelet and Hilbert transforms

(2016) Zhijun Li et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Self-constructing wavelet neural network algorithm for nonlinear control of large structures

(2015) Nengmou Wang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Signal Processing Techniques for Vibration-Based Health Monitoring of Smart Structures

(2014) Juan Pablo Amezquita-Sanchez et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

NGA-West2 Ground Motion Model for the Average Horizontal Components of PGA, PGV, and 5% Damped Linear Acceleration Response Spectra

(2014) Kenneth W. Campbell et al.   EARTHQUAKE SPECTRA

Predicting fatigue damage in composites: A Bayesian framework

(2014) Manuel Chiachío et al.   STRUCTURAL SAFETY