Nonlinear model updating through a hierarchical Bayesian modeling framework

Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features

(2022) Xinyu Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Dynamic sensitivity-based finite element model updating for nonlinear structures using time-domain responses

(2020) Zhifu Cao et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Data-driven uncertainty quantification and propagation in structural dynamics through a hierarchical Bayesian framework

(2020) Omid Sedehi et al.   PROBABILISTIC ENGINEERING MECHANICS

A general methodology to establish the contact force model for complex contacting surfaces

(2020) Jia Ma et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Hierarchical Bayesian operational modal analysis: Theory and computations

(2020) Omid Sedehi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Accounting for Modeling Errors and Inherent Structural Variability through a Hierarchical Bayesian Model Updating Approach: An Overview

(2020) Mingming Song et al.   SENSORS

Bayesian calibration of hysteretic reduced order structural models for earthquake engineering applications

(2020) Dimitrios Patsialis et al.   ENGINEERING STRUCTURES

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

Bayesian inference with Subset Simulation: Strategies and improvements

(2018) Wolfgang Betz et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Survival analysis of fatigue data: Application of generalized linear models and hierarchical Bayesian model

(2018) Xiao-Wei Liu et al.   INTERNATIONAL JOURNAL OF FATIGUE

Bayesian model updating of nonlinear systems using nonlinear normal modes

(2018) Mingming Song et al.   Structural Control & Health Monitoring

Probabilistic hierarchical Bayesian framework for time-domain model updating and robust predictions

(2018) Omid Sedehi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Nonlinear finite element model updating for damage identification of civil structures using batch Bayesian estimation

(2017) Hamed Ebrahimian et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Nonlinear model calibration of a shear wall building using time and frequency data features

(2017) Eliyar Asgarieh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An application of finite element model updating for damage assessment of a two-story reinforced concrete building and comparison with lidar

(2017) Mingming Song et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

(2017) Yong Huang et al.   STRUCTURAL SAFETY

Fusing heterogeneous data for the calibration of molecular dynamics force fields using hierarchical Bayesian models

(2016) Stephen Wu et al.   JOURNAL OF CHEMICAL PHYSICS

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

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

Nonlinear structural joint model updating based on instantaneous characteristics of dynamic responses

(2016) Zuo-Cai Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Methodology for model updating of mechanical components with local nonlinearities

(2015) Mehmet Kurt et al.   JOURNAL OF SOUND AND VIBRATION

Hierarchical Bayesian model updating for structural identification

(2015) Iman Behmanesh 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

Method for estimation of gravitational-wave transient model parameters in frequency–time maps

(2014) M Coughlin et al.   CLASSICAL AND QUANTUM GRAVITY

Nonlinear finite element model updating of an infilled frame based on identified time-varying modal parameters during an earthquake

(2014) Eliyar Asgarieh et al.   JOURNAL OF SOUND AND VIBRATION

The use of updated robust reliability measures in stochastic dynamical systems

(2013) H.A. Jensen et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

On prediction error correlation in Bayesian model updating

(2013) Ellen Simoen et al.   JOURNAL OF SOUND AND VIBRATION

Bayesian parameter identification of hysteretic behavior of composite walls

(2013) Pei Liu et al.   PROBABILISTIC ENGINEERING MECHANICS

Modified Bouc–Wen model for hysteresis behavior of RC beam–column joints with limited transverse reinforcement

(2012) Piyali Sengupta et al.   ENGINEERING STRUCTURES

Finite element model updating in structural dynamics by using the response surface method

(2010) Wei-Xin Ren et al.   ENGINEERING STRUCTURES

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

(2010) Ka-Veng Yuen   STRUCTURAL SAFETY

Experimental application of on-line parametric identification for nonlinear hysteretic systems with model uncertainty

(2010) Eleni N. Chatzi et al.   STRUCTURAL SAFETY

The Hysteresis Bouc-Wen Model, a Survey

(2009) Mohammed Ismail et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

A systematic approach to model validation based on Bayesian updates and prediction related rejection criteria

(2008) I. Babuška et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

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