viii Contents 15 Bayesian Model Updating of a Five-Story Building Using Zero-Variance Sampling Method .................. 149 Mehdi M. Akhlaghi, Supratik Bose, Peter L. Green, Babak Moaveni, and Andreas Stavridis 16 Input Estimation and Dimension Reduction for Material Models ................................................. 153 Sam Myren, Emilio Herrera, Andrew Shoats, Earl Lawrence, Emily Casleton, D. J. Luscher, and Saryu Fensin 17 Augmented Sequential Bayesian Filtering for Parameter and Modeling Error Estimation of Linear Dynamic Systems ........................................................................................................ 163 Mingming Song, Hamed Ebrahimian, and Babak Moaveni 18 On-Board Monitoring of Rail Roughness via Axle Box Accelerations of Revenue Trains with Uncertain Dynamics..................................................................................................... 167 V. K. Dertimanis, M. Zimmermann, F. Corman, and E. N. Chatzi 19 Bayesian Identification of a Nonlinear Energy Sink Device: Method Comparison .............................. 173 Alana Lund, Shirley J. Dyke, Wei Song, and Ilias Bilionis 20 Calibration of a Large Nonlinear Finite Element Model of a Highway Bridge with Many Uncertain Parameters ............................................................................................................... 177 Rodrigo Astroza, Nicolás Barrientos, Yong Li, and Erick Saavedra Flores 21 Deep Unsupervised Learning for Condition Monitoring and Prediction of High Dimensional Data with Application on Windfarm SCADA Data........................................................................ 189 C. Mylonas, I. Abdallah, and E. N. Chatzi 22 Influence of Furniture on the Modal Properties of Wooden Floors................................................ 197 Lars Vabbersgaard Andersen, Christian Frier, Lars Pedersen, and Peter Persson 23 Optimal Sensor Placement for Response Reconstruction in Structural Dynamics .............................. 205 Costas Papadimitriou 24 Finite Element Model Updating Accounting for Modeling Uncertainty .......................................... 211 Rodrigo Astroza, Andres Alessandri, and Joel P. Conte 25 Model-Based Decision Support Methods Applied to the Conservation of Musical Instruments: Application to an Antique Cello ....................................................................................... 223 R. Viala, V. Placet, S. Le Conte, S. Vaiedelich, and S. Cogan 26 Optimal Sensor Placement for Response Predictions Using Local and Global Methods........................ 229 Costas Argyris, Costas Papadimitriou, and Geert Lombaert 27 Incorporating Uncertainty in the Physical Substructure During Hybrid Substructuring ...................... 237 Connor Ligeikis and Richard Christenson 28 Applying Uncertainty Quantification to Structural Systems: Parameter Reduction for Evaluating Model Complexity ....................................................................................................... 241 Robert Locke, Shyla Kupis, Christopher M. Gehb, Roland Platz, and Sez Atamturktur 29 Non-unique Estimates in Material Parameter Identification of Nonlinear FE Models Governed by Multiaxial Material Models Using Unscented Kalman Filtering ............................................... 257 Mukesh Kumar Ramancha, Ramin Madarshahian, Rodrigo Astroza, and Joel P. Conte 30 On Key Technologies for Realising Digital Twins for Structural Dynamics Applications....................... 267 D. J. Wagg, P. Gardner, R. J. Barthorpe, and K. Worden 31 Hygro-mechanical Modelling of Wood and Glutin-based Bond Lines of Wooden Cultural Heritage Objects ......................................................................................................... 273 Michael Kaliske and Daniel Konopka 32 Modelling of Sympathetic String Vibrations in the Clavichord Using a Modal Udwadia-Kalaba Formulation.............................................................................................................. 277 J.-T. Jiolat, J.-L. Le Carrou, J. Antunes, and C. d’Alessandro
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