State-of-the-art review on Bayesian inference in structural system identification and damage assessment

Full Gibbs Sampling Procedure for Bayesian System Identification Incorporating Sparse Bayesian Learning with Automatic Relevance Determination

(2018) Yong Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Selection of regularization parameter for l 1 -regularized damage detection

(2018) Rongrong Hou et al.   JOURNAL OF SOUND AND VIBRATION

Fractal dimension based damage identification incorporating multi-task sparse Bayesian learning

(2018) Yong Huang et al.   Smart Materials and Structures

Sparse recovery of multiple dispersive guided-wave modes for defect localization using a Bayesian approach

(2018) Biao Wu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Probabilistic damage identification of a designed 9-story building using modal data in the presence of modeling errors

(2017) Iman Behmanesh et al.   ENGINEERING STRUCTURES

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

Bayesian System Identification using auxiliary stochastic dynamical systems

(2017) Thomas A. Catanach et al.   INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS

Guided wave-based identification of multiple cracks in beams using a Bayesian approach

(2017) Shuai He et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Approximate Bayesian Computation by Subset Simulation using hierarchical state-space models

(2017) Majid K. Vakilzadeh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bayesian nonlinear structural FE model and seismic input identification for damage assessment of civil structures

(2017) Rodrigo Astroza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A multilevel Bayesian method for ultrasound-based damage identification in composite laminates

(2017) Juan Chiachío et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Operational modal identification using variational Bayes

(2017) Binbin Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Bayesian approach for sparse flaw detection from noisy signals for ultrasonic NDT

(2017) Biao Wu et al.   NDT & E INTERNATIONAL

Structural damage detection based on l 1 regularization using natural frequencies and mode shapes

(2017) Rongrong Hou et al.   Structural Control & Health Monitoring

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

(2017) Yong Huang et al.   STRUCTURAL SAFETY

Online updating and uncertainty quantification using nonstationary output-only measurement

(2016) Ka-Veng Yuen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bayesian compressive sensing for approximately sparse signals and application to structural health monitoring signals for data loss recovery

(2016) Yong Huang et al.   PROBABILISTIC ENGINEERING MECHANICS

Guided-wave signal processing by the sparse Bayesian learning approach employing Gabor pulse model

(2016) Biao Wu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Bayesian Updating with Structural Reliability Methods

(2015) Daniel Straub et al.   JOURNAL OF ENGINEERING MECHANICS

L1 regularization approach to structural damage detection using frequency data

(2015) Xiao-Qing Zhou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A novel Bayesian approach for structural model updating utilizing statistical modal information from multiple setups

(2015) Wang-Ji Yan et al.   STRUCTURAL SAFETY

A Bayesian model framework for calibrating ultrasonic in-line inspection data and estimating actual external corrosion depth in buried pipeline utilizing a clustering technique

(2015) Hui Wang et al.   STRUCTURAL SAFETY

Bayesian Updating with Structural Reliability Methods

(2015) Daniel Straub et al.   JOURNAL OF ENGINEERING MECHANICS

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

The Bayesian methodology for the detection of railway ballast damage under a concrete sleeper

(2014) H.F. Lam et al.   ENGINEERING STRUCTURES

Approximate Bayesian Computation by Subset Simulation

(2014) Manuel Chiachio et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Probabilistic identification of simulated damage on the Dowling Hall footbridge through Bayesian finite element model updating

(2014) Iman Behmanesh et al.   Structural Control & Health Monitoring

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

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

Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring

(2013) Yong Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

DATA FUSION-BASED STRUCTURAL DAMAGE DETECTION UNDER VARYING TEMPERATURE CONDITIONS

(2013) YUEQUAN BAO et al.   International Journal of Structural Stability and Dynamics

A Bayesian approach for damage localization in plate-like structures using Lamb waves

(2013) Gang Yan   Smart Materials and Structures

System identification in structural engineering

(2012) G.F. Sirca et al.   Scientia Iranica

ASYMPTOTICALLY INDEPENDENT MARKOV SAMPLING: A NEW MARKOV CHAIN MONTE CARLO SCHEME FOR BAYESIAN INFERENCE

(2012) James L. Beck et al.   International Journal for Uncertainty Quantification

Evidence-Based Identification of Weighting Factors in Bayesian Model Updating Using Modal Data

(2011) B. Goller et al.   JOURNAL OF ENGINEERING MECHANICS

Approximate Bayesian computational methods

(2011) Jean-Michel Marin et al.   STATISTICS AND COMPUTING

A Bayesian approach to identifying structural nonlinearity using free-decay response: Application to damage detection in composites

(2010) J.M. Nichols et al.   JOURNAL OF SOUND AND VIBRATION

Bayesian neural networks for bridge integrity assessment

(2010) S. Arangio et al.   Structural Control & Health Monitoring

Bayesian system identification based on probability logic

(2010) James L. Beck   Structural Control & Health Monitoring

Recent developments of Bayesian model class selection and applications in civil engineering

(2010) Ka-Veng Yuen   STRUCTURAL SAFETY

Guided wave damage characterisation in beams utilising probabilistic optimisation

(2009) C.T. Ng et al.   ENGINEERING STRUCTURES

Bayesian Model Updating Using Hybrid Monte Carlo Simulation with Application to Structural Dynamic Models with Many Uncertain Parameters

(2009) Sai Hung Cheung et al.   JOURNAL OF ENGINEERING MECHANICS

The selection of pattern features for structural damage detection using an extended Bayesian ANN algorithm

(2008) Heung Fai Lam et al.   ENGINEERING STRUCTURES

Signal denoising and ultrasonic flaw detection via overcomplete and sparse representations

(2008) Guang-Ming Zhang et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Bayesian Updating and Model Class Selection for Hysteretic Structural Models Using Stochastic Simulation

(2008) Matthew Muto et al.   JOURNAL OF VIBRATION AND CONTROL

A tutorial on adaptive MCMC

(2008) Christophe Andrieu et al.   STATISTICS AND COMPUTING