Model Validation and Uncertainty Quantification, Volume 3

Table of Contents

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   Book Overview
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   Chapter 1 Experimental Validation of the Dual Kalman Filter for Online and Real-Time State and Input Estimation
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   Chapter 2 Comparison of Uncertainty in Passive and Active Vibration Isolation
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   Chapter 3 Observation DOF’s Optimization for Structural Forces Identification
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   Chapter 4 Nonlinear Structural Finite Element Model Updating Using Batch Bayesian Estimation
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   Chapter 5 A Comparative Assessment of Nonlinear State Estimation Methods for Structural Health Monitoring
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   Chapter 6 Hierarchical Bayesian Model Updating for Probabilistic Damage Identification
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   Chapter 7 Nonlinear Structural Finite Element Model Updating Using Stochastic Filtering
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   Chapter 8 Dispersion–Corrected, Operationally Normalized Stabilization Diagrams for Robust Structural Identification
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    Chapter 9 Online Damage Detection in Plates via Vibration Measurements
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    Chapter 10 Advanced Modal Analysis of Geometry Consistent Experimental Space-Time Databases in Nonlinear Structural Dynamics
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    Chapter 11 Comparison of Damage Classification Between Recursive Bayesian Model Selection and Support Vector Machine
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    Chapter 12 A Comparative Study of Mode Decomposition to Relate Next-ERA, PCA, and ICA Modes
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    Chapter 13 Comparison of Different Approaches for the Model-Based Design of Experiments
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    Chapter 14 Sensitivity Analysis for Test Resource Allocation
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    Chapter 15 Predictive Validation of Dispersion Models Using a Data Partitioning Methodology
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    Chapter 16 SICODYN Research Project: Variability and Uncertainty in Structural Dynamics
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    Chapter 17 Experimental Variability on Modal Characteristics of an In-Situ Pump
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    Chapter 18 Variability of a Bolted Assembly Through an Experimental Modal Analysis
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    Chapter 19 Bottom-Up Calibration of an Industrial Pump Model: Toward a Robust Calibration Paradigm
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    Chapter 20 Model Validation in Scientific Computing: Considering Robustness to Non-probabilistic Uncertainty in the Input Parameters
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    Chapter 21 Robust-Optimal Design Using Multifidelity Models
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    Chapter 22 Robust Modal Test Design Under Epistemic Model Uncertainties
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    Chapter 23 Clustered Parameters of Calibrated Models When Considering Both Fidelity and Robustness
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    Chapter 24 Uncertainty Propagation Combining Robust Condensation and Generalized Polynomial Chaos Expansion
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    Chapter 25 Robust Updating of Operational Boundary Conditions for a Grinding Machine
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    Chapter 26 Impact of Numerical Model Verification and Validation Within FAA Certification
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    Chapter 27 The Role of Model V&V in the Defining of Specifications
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    Chapter 28 A Perspective on the Integration of Verification and Validation into the Decision Making Process
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    Chapter 29 Model Validation and Uncertainty Quantification, Volume 3
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    Chapter 30 Bayesian Inference for Damage Detection in Unsupervised Structural Health Monitoring
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    Chapter 31 Reducing MCMC Computational Cost with a Two Layered Bayesian Approach
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    Chapter 32 Comparison of FRF Correlation Techniques
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    Chapter 33 Improved Estimation of Frequency Response Covariance
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    Chapter 34 Cross Orthogonality Check for Structures with Closely Spaced Modes
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    Chapter 35 Modeling of an Instrumented Building Subjected to Different Ground Motions
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    Chapter 36 Model Validation and Uncertainty Quantification, Volume 3
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    Chapter 37 Structural Dynamics Model Calibration and Validation of a Rectangular Steel Plate Structure
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    Chapter 38 Human Activity Recognition Using Multinomial Logistic Regression