Updating Models and Their Uncertainties. I: Bayesian Statistical Framework

No abstract is available for this paper.

• Publication year

  1998

• Venue

  Journal of Engineering Mechanics-asce

• Publication date

  1998-04-01

• Fields of study

  Mathematics, Engineering

• Identifiers
  DOI 10.1061/(ASCE)0733-9399(1998)124:4(455)
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• UPDATING MODELS AND THEIR UNCERTAINTIES. II: MODEL IDENTIFIABILITY. TECHNICAL NOTE

  1998cited by this paper
• Generalized Trajectory Methods for Finding Multiple Extrema and Roots of Functions

  1998cited by this paper
• System Identification Methods Applied to Measured Seismic Response

  1996cited by this paper
• Identification of finite element models in structural dynamics

  1993cited by this paper
• Model Updating In Structural Dynamics: A Survey

  1993cited by this paper
• Probabilistic System Identification and Health Monitoring of Structures

  1992cited by this paper
• Mutual Residual Energy Method for Parameter Estimation in Structures

  1992cited by this paper
• Technical Article: practical articles in shock and vibration technology

  1991cited by this paper
• Updating of finite element models by means of measured information

  1991cited by this paper
• Statistical System Identification of Structures

  1989cited by this paper
• Uniqueness aspects of model-updating procedures

  1989cited by this paper
• Structural safety evaluation based on system identification approaches : proceedings of the Workshop at Lambrecht/Pfalz

  1988cited by this paper
• Stiffness identification of two‐ and three‐dimensional frames

  1988cited by this paper
• Updating computational models in the frequency domain based on measured data: a survey

  1988cited by this paper
• Some Nniqueness Results Related to Soil and Building Structural Identification

  1985cited by this paper
• Identification of Vibrating Structures

  1982cited by this paper
• Analytical Model Improvement Using Modal Test Results

  1980cited by this paper
• System Identification Parameter and State Estimation

  1974cited by this paper
• Prior Probabilities

  1968cited by this paper
• Introduction to Probability and Statistics from a Bayesian Viewpoint

  1966cited by this paper
• The Algebra of Probable Inference

  1962cited by this paper

• A Multimodal Conditional Mixture Model with Distribution-Level Physics Priors

  2026cites this paper
• Fast variational Bayesian inference for structural finite element model updating

  2026cites this paper
• Principal component-based approach for kinetic model optimization

  2026cites this paper
• Bayesian model updating and model validation for fatigue life prediction of additively manufactured aluminum alloys

  2026cites this paper
• A Novel Stochastic Finite Element Model Updating Method Based on Multi-Point Sensitivities

  2026cites this paper
• Structural damage identification based on pattern-coupled sparse Bayesian learning

  2026cites this paper
• Depth detection of guardrail posts based on guided waves and sparse Bayesian learning.

  2026cites this paper
• A sensitivity-based one-at-a-time estimation of posterior marginal probability distributions in Bayesian model updating

  2026influential citation
• Fractional-order analysis approach for concrete dam deformation behavior considering parameter well-posedness

  2026cites this paper
• Sequential data assimilation for digital twin modeling of shield tunnel structure-soil interaction systems

  2026cites this paper
• Hierarchical Bayesian model for time-varying parameter inversion and uncertainty quantification in silted bank slope-piled wharf system

  2026cites this paper
• Refining the masonry shear modulus in masonry towers via Bayesian model updating

  2026cites this paper
• Stochastic model updating using conditional diffusion-based probabilistic generative models

  2026cites this paper
• Combining EDRE-based Bayesian inference and full-field DIC measurements for high-resolution damage quantification in heterogeneous concrete structures

  2026cites this paper
• Variational and approximated Bayesian updating with data-driven autoencoder and homotopy eigenpair expansions

  2026cites this paper
• A state-of-the-art review of Bayesian finite element model updating techniques for structural systems

  2025cites this paper
• Stochastic model calibration with image encoding: Converting high-dimensional sequential responses into RGB images for neural network inversion

  2025cites this paper
• A Model-Based Systems Engineering Framework for Reassessing Structural Capacity Integrating Health Monitoring Data

  2025cites this paper
• Structural Damage Identification with Machine Learning Based Bayesian Model Selection for High-Dimensional Systems

  2025cites this paper
• Efficient forward and inverse uncertainty quantification for dynamical systems based on dimension reduction and Kriging surrogate modeling in functional space

  2025cites this paper
• Modelling and stochastic updating of nonlinear structural joints

  2025cites this paper
• A Novel Bayesian Model Validation Method Based on Bootstrap Resampling and Distance Remapping

  2025cites this paper
• Development of a force identification method using system-level measurements with component-level reduced-order modeling

  2025cites this paper
• A systematic review on seismic resilience in high-rise structures to enhance outrigger systems

  2025cites this paper
• Stochastic Static Model Updating of Bridge Using Homotopy Method and Pre‐Estimated Solution Domain

  2025cites this paper
• Uncertainty propagation via sample-based deterministic model updating for structural damage identification

  2025cites this paper
• Learning the nature of viscoelasticity in geologic materials with MCMC

  2025cites this paper
• Structural Health Monitoring of a Unidirectional Isolation Bridge: Bidirectional Seismic Behavior, Stochastic Model Updating, and Prediction

  2025cites this paper
• A Bayesian learning approach for dynamic parameter identification and its applications in industrial robotic systems

  2025cites this paper
• A probability-preservation-based subdomain inverse mapping strategy for direct probability identification of random parameters in complex engineering systems

  2025cites this paper
• Hierarchical Bayesian constitutive model selection for high-strain-rate soft material characterization

  2025cites this paper
• Bayesian operational modal analysis considering the coupling effect of both structural responses and temperature variations

  2025cites this paper
• A novel Bayesian method for simultaneous identification of structural mass and stiffness parameters

  2025cites this paper
• Establishment of a Real-time Vibration Monitoring System on Cauvery Bridge in India

  2025cites this paper
• Analytical hierarchical Bayesian modeling framework for model updating and uncertainty propagation utilizing frequency response function data

  2025cites this paper
• Stochastic parameter identification using an augmented Subset Simulation method

  2025cites this paper
• Graph-FEM/ML Framework for Inverse Load Identification in Thick-Walled Hyperelastic Pressure Vessels

  2025cites this paper
• Time-domain sparse Bayesian learning with PSO algorithm for CA mortar void detection of slab track system

  2025cites this paper
• Bayesian-based method for structural damage identification using the improved snow ablation optimizer and hybrid multi-sample objective function

  2025cites this paper
• Bayesian model updating via streamlined Bayesian active learning cubature

  2025cites this paper
• Machine learning inverse surrogates for damage identification in plates based on Lamb waves.

  2025cites this paper
• Vibration-based Bayesian updating of hull girder finite element models

  2025cites this paper
• Full-probabilistic reconstruction of unobserved system states under partial observations: A decoupled density evolution perspective

  2025cites this paper
• Marginalising posterior covariance matrix with application to Bayesian operational modal analysis

  2025cites this paper
• Variational inference for hierarchical Bayesian learning framework for model updating with non-stationary prediction errors

  2025cites this paper
• Adaptive reinforcement learning-enabled Bayesian approach for dynamic model updating in a parallel helical gear transmission system

  2025cites this paper
• Uncertainty of Models for Modulus of Elasticity of Concrete in Colombian Code

  2025cites this paper
• Experiment-based modal identification of steel lattice towers considering the effect of conductors

  2025cites this paper
• A sequential importance sampling method for efficiently estimating posterior augmented mean of structural performance

  2025cites this paper
• Damage Detection in the Structures Using Incomplete Noisy FRF Data by Bayesian Estimation and Model Updating

  2025cites this paper
• Hierarchical Bayesian calibration of Bouc–Wen hysteretic models with applications to seismic isolators

  2025cites this paper
• Design of electric powertrains to achieve NVH performance using autoencoders and a physical meaningful latent space

  2025cites this paper
• Learning non-stationary model of prediction errors with hierarchical Bayesian modeling

  2025cites this paper
• On the use of reliability methods and Hamiltonian Monte Carlo for complex identification problems in structural dynamics

  2025cites this paper
• An open-source simulation platform to support and foster research collaboration in natural hazards engineering

  2025cites this paper
• Acoustic emission source localization in arbitrary anisotropic plates: Equation error and Bayesian inference approaches

  2025cites this paper
• A refined TMCMC algorithm for adaptive model updating for the probabilistic analysis of complex engineering structures

  2025cites this paper
• Bayesian updating of the residual structural performance of existing concrete structures based on experimental tests

  2025cites this paper
• Physics-enhanced machine learning for probabilistic risk assessment in nuclear safety: An overview, recent developments, and perspectives

  2025cites this paper
• Development of an adaptive model class for considering spatiotemporal correlation in Bayesian model updating and system identification

  2025cites this paper
• Structural damage localization: A prior knowledge-based unsupervised approach using multimodal convolutional neural networks

  2025cites this paper
• Genetic Algorithm-Based Model Updating in a Real-Time Digital Twin for Steel Bridge Monitoring

  2025cites this paper
• Probabilistic assessment of the modal response of monumental structures considering soil deformability and material uncertainty: The Leaning Tower and Baptistery of Pisa (Italy)

  2025cites this paper
• Structural health monitoring of beam-column connections: a novel method combining empirical mode decomposition and the Newton-Raphson method

  2025cites this paper
• Optimal placement of multiple types of sensors based on Bayesian system identification using heuristic-enhanced deep reinforcement learning

  2025cites this paper
• A physics-based leading edge erosion growth prediction model utilizing Bayesian updating and drone-inspection data

  2025cites this paper
• Static Bayesian finite element model updating driven by prior information with element displacement residual equation

  2025cites this paper
• Explainable neural-networked variational inference: A new and fast paradigm with automatic differentiation for high-dimensional Bayesian inverse problems

  2025cites this paper
• Model selection in damage identification using approximate Bayesian computations

  2025cites this paper
• Efficient Bayesian model updating with surrogate model of a high-rise building based on MCMC and ambient data

  2025cites this paper
• UAV-Based Remote Sensing of Soil Moisture Across Diverse Land Covers: Validation and Bayesian Uncertainty Characterization

  2025cites this paper
• A microstructure based multiscale model for diffusion in fibre reinforced polymers

  2025cites this paper
• Efficient Bayesian updating with single-loop Kriging model for time-dependent model calibration

  2025cites this paper
• Sensitivity-based model updating with parameter rejection

  2025cites this paper
• A time-dependent batch Bayesian framework for joint inversion of sudden stiffness loss and unknown input using limited sensor data

  2025cites this paper
• Novel adaptive Bayesian scheme for real-time simultaneous anomaly detection and system identification

  2025cites this paper
• Enhancing high-dimensional probabilistic model updating: A generic generative model-inspired framework with GAN-embedded implementation

  2025cites this paper
• Bayesian MCMC updating of a maglev vehicle/guideway system for SHM-based digital twin development

  2025cites this paper
• Damage detection on an unsymmetrical frame using sparse Bayesian learning incorporated with variational inference and improved PSO algorithm

  2025cites this paper
• Durability Management and Planning for Concrete Structures in the Hong Kong–Zhuhai–Macau Sea Link Project: Data-Driven and Model-Based Approach

  2025cites this paper
• Sequential and adaptive probabilistic integration for Bayesian model updating

  2025cites this paper
• Regularization in Structural Model Updating in the Presence of Noisy Data

  2025cites this paper
• Bayesian Model Updating for Chatter in Milling

  2025cites this paper
• Sequential Bayesian Inference of the GTN damage model using multimodal experimental data

  2025cites this paper
• Model Falsification for Predicting Dynamical Responses of Uncertain Structural Systems

  2025cites this paper
• Bayesian deep reinforcement learning for uncertainty quantification and adaptive support optimization in deep foundation pit engineering

  2025cites this paper
• Viscous-cohesive fracture parameters quantification by the coupling of 3D dipole-based BEM formulation and Bayesian updating model

  2025cites this paper
• Hierarchical Bayesian quantification of aerodynamic effects on an offshore wind turbine under varying environmental and operational conditions

  2025cites this paper
• Stochastic Optimal Control for Uncertain Structural Systems Under Random Excitations Based on Bayes Optimal Estimation

  2025cites this paper
• Sparse Bayesian learning for joint load-parameter-response identification

  2025cites this paper
• Data features-based Bayesian learning for time-domain model updating and robust predictions in structural dynamics

  2025cites this paper
• Brace damage identification of a transmission tower via a sparse Bayesian learning method with variational inference and enhanced PSO algorithm

  2025cites this paper
• Generative artificial intelligence for Bayesian model updating in digital twins: a review and tutorial

  2025influential citation
• Complex boundary identification based on Bayesian inference and tension force uncertainty prediction

  2025cites this paper
• The probabilistic inverse problem and its solving method based on probability density evolution theory and convex optimization algorithms

  2025cites this paper
• Data-driven stochastic model updating and damage detection with deep generative model

  2025cites this paper
• Scaled boundary finite element model-based Bayesian updating for subseabed shield tunnels utilizing distributed strain data

  2025cites this paper
• Bayesian model updating method and probabilistic damage identification based on an improved differential evolution adaptive metropolis algorithm

  2025cites this paper
• Dual sampling method for evaluating uncertainty when updating a Bayesian estimation model of a high-speed railway bridge

  2025cites this paper
• Empirical Investigation of the Effects of the Measurement-Data Size on the Bayesian Structural Model Updating of a High-Speed Railway Bridge

  2025cites this paper