Sparse Bayesian learning with model reduction for probabilistic structural damage detection with limited measurements

Broad Bayesian learning (BBL) for nonparametric probabilistic modeling with optimized architecture configuration

(2021) Sin‐Chi Kuok et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Bayesian Finite Element Model Updating of a Long-Span Suspension Bridge Utilizing Hybrid Monte Carlo Simulation and Kriging Predictor

(2020) Jianxiao Mao et al.   KSCE Journal of Civil Engineering

Sparse Bayesian learning for structural damage identification

(2020) Zhao Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Novel sparseness-inducing dual Kalman filter and its application to tracking time-varying spatially-sparse structural stiffness changes and inputs

(2020) Yong Huang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Sparse Bayesian learning for structural damage detection using expectation-maximization technique

(2019) Rongrong Hou et al.   Structural Control & Health Monitoring

An efficient algorithm for architecture design of Bayesian neural network in structural model updating

(2019) Tao Yin et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A two-stage Bayesian algorithm for finite element model updating by using ambient response data from multiple measurement setups

(2019) Çağlayan Hızal et al.   JOURNAL OF SOUND AND VIBRATION

A Bayesian model updating with incomplete complex modal data

(2019) Ayan Das et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bayesian Finite Element Model Updating and Assessment of Cable-Stayed Bridges Using Wireless Sensor Data

(2018) Parisa Asadollahi et al.   SENSORS

Vibration-based damage detection for structural connections using incomplete modal data by Bayesian approach and model reduction technique

(2017) Tao Yin et al.   ENGINEERING STRUCTURES

Statistical Analysis of Modal Properties of a Cable-Stayed Bridge through Long-Term Wireless Structural Health Monitoring

(2017) Parisa Asadollahi et al.   Journal of Bridge Engineering

Hierarchical sparse Bayesian learning for structural damage detection: Theory, computation and application

(2017) Yong Huang et al.   STRUCTURAL SAFETY

Probabilistic updating of building models using incomplete modal data

(2016) Hao Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

HIERARCHICAL SPARSE BAYESIAN LEARNING FOR STRUCUTRAL HEALTH MONITORING WITH INCOMPLETE MODAL DATA

(2015) Yong Huang et al.   International Journal for Uncertainty Quantification

A Bayesian approach based on a Markov-chain Monte Carlo method for damage detection under unknown sources of variability

(2014) Eloi Figueiredo et al.   ENGINEERING STRUCTURES

Structural health monitoring of a cable-stayed bridge with Bayesian neural networks

(2014) Stefania Arangio et al.   Structure and Infrastructure Engineering

Parametric time-domain identification of multiple-input systems using decoupled output signals

(2013) Jian Li et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Finite-Element Model Updating for Assessment of Progressive Damage in a 3-Story Infilled RC Frame

(2012) Babak Moaveni et al.   JOURNAL OF STRUCTURAL ENGINEERING

Fractal Dimension-Based Damage Detection Method for Beams with a Uniform Cross-Section

(2011) Hui Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Eliminating Temperature Effect in Vibration-Based Structural Damage Detection

(2011) H. F. Zhou et al.   JOURNAL OF ENGINEERING MECHANICS

Investigation of model uncertainties in Bayesian structural model updating

(2011) B. Goller et al.   JOURNAL OF SOUND AND VIBRATION

A Bayesian Probabilistic Approach for Crack Characterization in Plate Structures

(2010) Tao Yin et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vibration-based Damage Identification Methods: A Review and Comparative Study

(2010) Wei Fan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Modal Identification through Ambient Vibration: Comparative Study

(2009) Diego F. Giraldo et al.   JOURNAL OF ENGINEERING MECHANICS