A Markov chain Monte Carlo-based Bayesian framework for system identification and uncertainty estimation of full-scale structures

An improved Bayesian model updating framework by enhanced iterative model reduction technique in time domain

(2023) Partha Sengupta et al.   JOURNAL OF SOUND AND VIBRATION

Practical model updating of the Ting Kau Bridge through the MCMC-based Bayesian algorithm utilizing measured modal parameters

(2022) Chen Fang et al.   ENGINEERING STRUCTURES

Vibration-based Bayesian model updating of an actual steel truss bridge subjected to incremental damage

(2022) Xin Zhou et al.   ENGINEERING STRUCTURES

Reducing coherent filtering artefacts in time‐domain operational modal analysis

(2022) Zachariah Wynne et al.   Structural Control & Health Monitoring

A fast collapsed Gibbs sampler for frequency domain operational modal analysis

(2022) Quentin Dollon et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Review of finite element model updating methods for structural applications

(2022) Suzana Ereiz et al.   Structures

The time-varying modal information of a cable-stayed bridge: Some consideration for SHM

(2021) Yixian Li et al.   ENGINEERING STRUCTURES

A Bayesian methodology for detection of railway ballast damage using the modified Ludwik nonlinear model

(2021) Mujib Olamide Adeagbo et al.   ENGINEERING STRUCTURES

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

(2021) Jian Li et al.   ENGINEERING STRUCTURES

One-year operational modal analysis of a steel bridge from high-resolution macrostrain monitoring: Influence of temperature vs. retrofitting

(2021) Dimitrios Anastasopoulos et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Markov Chain Monte Carlo-based Bayesian method for nonlinear stochastic model updating

(2021) Ya-Jie Ding et al.   JOURNAL OF SOUND AND VIBRATION

Cluster computing‐aided model updating for a high‐fidelity finite element model of a long‐span cable‐stayed bridge

(2020) Kaiqi Lin et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

An innovative continuous Bayesian model updating method for base-isolated RC buildings using vibration monitoring data

(2020) Laura Ierimonti et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A hybrid sensitivity function and Lanczos bidiagonalization-Tikhonov method for structural model updating: Application to a full-scale bridge structure

(2020) Mohammad Rezaiee-Pajand et al.   APPLIED MATHEMATICAL MODELLING

An efficient approach to model updating for a multispan railway bridge using orthogonal diagonalization combined with improved particle swarm optimization

(2020) H. Tran-Ngoc et al.   JOURNAL OF SOUND AND VIBRATION

Bayesian operational modal analysis and assessment of a full-scale coupled structural system using the Bayes-Mode-ID method

(2019) Heung-Fai Lam et al.   ENGINEERING STRUCTURES

Bayes-Mode-ID: A Bayesian modal-component-sampling method for operational modal analysis

(2019) Jia-Hua Yang et al.   ENGINEERING STRUCTURES

Markov chain Monte Carlo-based Bayesian model updating of a sailboat-shaped building using a parallel technique

(2019) Heung-Fai Lam et al.   ENGINEERING STRUCTURES

Effects of environmental and operational actions on the modal frequency variations of a sea-crossing bridge: A periodicity perspective

(2019) Yi Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Non-destructive modal parameter identification of historical timber bridges using ambient vibration tests after restoration

(2019) A.C. Altunisik et al.   MEASUREMENT

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

Structural damage detection using a parked vehicle induced frequency variation

(2018) Wen-Yu He et al.   ENGINEERING STRUCTURES

Markov chain Monte Carlo-based Bayesian method for structural model updating and damage detection

(2018) Heung-Fai Lam et al.   Structural Control & Health Monitoring

Model updating of a historic concrete bridge by sensitivity- and global optimization-based Latin Hypercube Sampling

(2018) Rosalba Ferrari et al.   ENGINEERING STRUCTURES

An efficient adaptive sequential Monte Carlo method for Bayesian model updating and damage detection

(2018) Jia-Hua Yang et al.   Structural Control & Health Monitoring

Enhanced sparse component analysis for operational modal identification of real-life bridge structures

(2018) Yan Xu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

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

Operational modal analysis of a high-rise multi-function building with dampers by a Bayesian approach

(2017) Yanchun Ni et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A new Gibbs sampling based algorithm for Bayesian model updating with incomplete complex modal data

(2017) Sai Hung Cheung et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bayesian structural model updating using ambient vibration data collected by multiple setups

(2017) Feng-Liang Zhang et al.   Structural Control & Health Monitoring

A probabilistic approach for quantitative identification of multiple delaminations in laminated composite beams using guided waves

(2016) Shuai He et al.   ENGINEERING STRUCTURES

Probabilistic updating of building models using incomplete modal data

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

Operational modal analysis of Canton Tower by a fast frequency domain Bayesian method

(2016) Feng-Liang Zhang et al.   Smart Structures and Systems

Structural health monitoring of Shanghai Tower during different stages using a Bayesian approach

(2016) F. L. Zhang et al.   Structural Control & Health Monitoring

X-TMCMC: Adaptive kriging for Bayesian inverse modeling

(2015) Panagiotis Angelikopoulos et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Bayesian model updating of a coupled-slab system using field test data utilizing an enhanced Markov chain Monte Carlo simulation algorithm

(2015) Heung-Fai Lam et al.   ENGINEERING STRUCTURES

Regularised finite element model updating using measured incomplete modal data

(2014) Hua-Peng Chen et al.   JOURNAL OF SOUND AND VIBRATION

Bayesian uncertainty quantification and propagation in molecular dynamics simulations: A high performance computing framework

(2012) Panagiotis Angelikopoulos et al.   JOURNAL OF CHEMICAL PHYSICS

Modal identification of Shanghai World Financial Center both from free and ambient vibration response

(2011) Weixing Shi et al.   ENGINEERING STRUCTURES

An adaptive sequential Monte Carlo method for approximate Bayesian computation

(2011) Pierre Del Moral et al.   STATISTICS AND COMPUTING

Ambient vibration re-testing and operational modal analysis of the Humber Bridge

(2010) J.M.W. Brownjohn et al.   ENGINEERING STRUCTURES

Assembling mode shapes by least squares

(2010) Siu-Kui Au   MECHANICAL SYSTEMS AND SIGNAL PROCESSING