Model Validation and Uncertainty Quantification, Vol. 3
Description
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
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Other editions
Additional editions
Persons
Roland Platz, Garrison Flynn, Kyle Neal, Scott Ouellette
Content
1 Acoustic Characterization of Solid Periodic Ring Structures in Woodwind Musical Instruments
Alessandro Annessi, Alessia Caputo, Milena Martarelli, Daniele Eugenio Lucchetta, Davide Mencarelli, and Paolo Castellini
2 Multi-Scale, Multi-Mode Damage Simulation for Miter Gates
Guofeng Qian, Haiwei Lin, Zhen Hu, and Michael D. Todd
3 Likelihood-Free Bayesian Inference for Localized Corrosion in Miter Gates
Guofeng Qian, Jice Zeng, Zhen Hu, and Michael D. Todd
4 A Methodology to Manage the Complexity of a Nonlinear Multibody Digital Twin in Railway Applications
Betty Auzanneau, Emeline Sadoulet-Reboul, Emmanuel Folt^ete, Guillaume Ham-Livet, and Scott Cogan
5 Degradation Model Correction of Miter Gates Through Synthesis of Hybrid Modeling with Recursive Bayesian State Estimation
Zhao Zhao, Yichao Zeng, Michael D. Todd, and Zhen Hu
6 Uncertainty Quantification of Fatigue Damage from Random Vibration and Sine-sweep
Arup Maji
7 A Probabilistic Reasoner Based on Bayes Risk for Damage Detection in Structural Systems
David Najera-Flores, Justin Jacobs, D. Dane Quinn, Michael D. Todd, and Anthony Garland
8 Model-Form Uncertainty in Predicting Electromechanical Passive and Active Damping Forces for a One-Mass Oscillator
Murali Krishnan Mohan Kumar and Roland Platz
9 Influence of Sensor Uncertainty on Frequency Response Functions of Hydraulic Accumulators
Oscar L. Lefemmine, Manuel Rexer, Maximilian M. G. Kuhr, and Peter F. Pelz
10 Isolating and Quantifying Uncertainties in the Vibration Isolation Round-Robin Challenge
Rileigh Bandy, Rachel Washington, Rebecca Morrison, and Teresa Portone
11 Statistical Framework for Deep Learning Model Comparison and Evaluation
Samuel Myren, Nidhi Parikh, Rosalyn Rael, Garrison Flynn, Dave Higdon, and Emily Casleton
12 Uncertainty Quantification in Railway Bridge Dynamics via on-board Accelerations Collected from Traversing Trains
Charikleia Stoura, Szymon Gre¿s, and Eleni Chatzi
13 Optimal Experiment Design for Large-Scale Inverse Problems with Enhanced Robustness to Model Uncertainties
Wilkins Aquino, Mark Chen, Drew Kouri, Kathryn Maupin, Joshua Mullins, Chandler Smith, Timothy Walsh, and Rebekah White
14 Sigma-point Bootstrapping for Uncertainty Quantification in Subspace Identification for Non-Gaussian Estimates
Szymon Gre¿s, Charikleia Stoura, Vasilis Dertimanis, and Eleni Chatzi
15 Vehicle Load Identification of Bridges Using Acceleration Response Data
Iman Dabbaghchian and Shamim Pakzad
16 A Surrogate Modelling Approach Based on Anti-Resonance Properties for FRF Prediction of Uncertain Dynamical Systems
Enora Denimal Goy
