Transfer-learning guided Bayesian model updating for damage identification considering modeling uncertainty

On the Transfer of Damage Detectors Between Structures: An Experimental Case Study

(2021) L.A. Bull et al.   JOURNAL OF SOUND AND VIBRATION

On the application of domain adaptation in structural health monitoring

(2020) P. Gardner et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A numerical study on multi‐site damage identification: A data‐driven method via constrained independent component analysis

(2020) Zhiming Zhang et al.   Structural Control & Health Monitoring

PhyMDAN: Physics-informed knowledge transfer between buildings for seismic damage diagnosis through adversarial learning

(2020) Susu Xu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The State of the Art of Data Science and Engineering in Structural Health Monitoring

(2019) Yuequan Bao et al.   Engineering

Accounting for amplitude of excitation in model updating through a hierarchical Bayesian approach: Application to a two-story reinforced concrete building

(2019) Mingming Song et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structural Damage Detection using Deep Convolutional Neural Network and Transfer Learning

(2019) Chuncheng Feng et al.   KSCE Journal of Civil Engineering

Uncertainty quantification and propagation in dynamic models using ambient vibration measurements, application to a 10-story building

(2018) Iman Behmanesh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A dual adaptive filtering approach for nonlinear finite element model updating accounting for modeling uncertainty

(2018) Rodrigo Astroza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Effects of model uncertainty in nonlinear structural finite element model updating by numerical simulation of building structures

(2018) Rodrigo Astroza et al.   Structural Control & Health Monitoring

Effects of variability in ambient vibration data on model updating and damage identification of a 10-story building

(2017) Amin Nozari et al.   ENGINEERING STRUCTURES

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

Accounting for environmental variability, modeling errors, and parameter estimation uncertainties in structural identification

(2016) Iman Behmanesh et al.   JOURNAL OF SOUND AND VIBRATION

Structural Dynamic Model Updating Techniques: A State of the Art Review

(2015) Shankar Sehgal et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Automated finite element model updating of a scale bridge model using measured static and modal test data

(2015) Masoud Sanayei et al.   ENGINEERING STRUCTURES

Dealing with uncertainty in model updating for damage assessment: A review

(2015) Ellen Simoen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Hierarchical Bayesian model updating for structural identification

(2015) Iman Behmanesh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Learning about physical parameters: the importance of model discrepancy

(2014) Jenný Brynjarsdóttir et al.   INVERSE PROBLEMS

Structural identification with systematic errors and unknown uncertainty dependencies

(2013) James-A. Goulet et al.   COMPUTERS & STRUCTURES

Adaptation Regularization: A General Framework for Transfer Learning

(2013) Mingsheng Long et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Uncertainty Quantification in the Assessment of Progressive Damage in a 7-Story Full-Scale Building Slice

(2013) Ellen Simoen et al.   JOURNAL OF ENGINEERING MECHANICS

Effects of changing ambient temperature on finite element model updating of the Dowling Hall Footbridge

(2012) Babak Moaveni et al.   ENGINEERING STRUCTURES

Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection

(2012) Yujie Ying et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Quantification of Model Uncertainty: Calibration, Model Discrepancy, and Identifiability

(2012) Paul D. Arendt et al.   JOURNAL OF MECHANICAL DESIGN

Investigation of model uncertainties in Bayesian structural model updating

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

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Bayesian system identification based on probability logic

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

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Computer Model Calibration Using High-Dimensional Output

(2008) Dave Higdon et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian Methodology for Model Uncertainty Using Model Performance Data

(2008) Enrique López Droguett et al.   RISK ANALYSIS