Model Validation and Uncertainty Quantification, Vol. 3

Proceedings of the 43rd IMAC, A Conference and Exposition on Structural Dynamics 2025

Roland Platz, Garrison Flynn, Kyle Neal, Scott Ouellette

• Publisher: River Publishers
• Year: 2026
• Topic: Computer Science
• eBook ISBN:
  9788743807599
• Subtopic: Civil Engineering
• Index: Computer Science

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 43rd IMAC, A Conference and Exposition on Structural Dynamics, 2025, the third volume of twelve from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Model Validation and Uncertainty Quantification, including papers on:

• Model Form Uncertainty: Round Robin Challenge UQVI (Uncertainty Quantification in Vibration Isolation)
• Uncertainty Quantification in Sensing Systems
• Bayesian and Other Methods for Structural Health Monitoring
• Surrogate Modeling
• Uncertainty Quantification in Digital Twin and Data-Driven Models
• Uncertainty Quantification and Propagation in Structural Dynamics

Table of contents

• Cover Page
• Half Title page
• Title Page
• Copyright Page
• Preface
• Contents
• 1 Acoustic Characterization of Solid Periodic Ring Structures in Woodwind Musical Instruments
• 2 Multi-Scale, Multi-Mode Damage Simulation for Miter Gates
• 3 Likelihood-Free Bayesian Inference for Localized Corrosion in Miter Gates
• 4 A Methodology to Manage the Complexity of a Nonlinear Multi-body Digital Twin in Railway Applications
• 5 Degradation Model Correction of Miter Gates Through Synthesis of Hybrid Modeling with Recursive Bayesian State Estimation
• 6 Uncertainty Quantification of Fatigue Damage from Random Vibration and Sine-sweep
• 7 A Probabilistic Reasoner Based on Bayes Risk for Damage Detection in Structural Systems
• 8 Model-Form Uncertainty in Predicting Electromechanical Passive and Active Damping Forces for a One-Mass Oscillator
• 9 Influence of Sensor Uncertainty on Frequency Response Functions of Hydraulic Accumulators
• 10 Isolating and Quantifying Uncertainties in the Vibration Isolation Round-Robin Challenge
• 11 Statistical Framework for Deep Learning Model Comparison and Evaluation
• 12 Uncertainty Quantification in Railway Bridge Dynamics via on-board Accelerations Collected from Traversing Trains
• 13 Optimal Experiment Design for Large-Scale Inverse Problems with Enhanced Robustness to Model Uncertainties
• 14 Sigma-point Bootstrapping for Uncertainty Quantification in Subspace Identification for Non-Gaussian Estimates
• 15 Vehicle Load Identification of Bridges Using Acceleration Response Data
• 16 A Surrogate Modelling Approach Based on Anti-Resonance Properties for FRF Prediction of Uncertain Dynamical Systems