Bayesian Probabilistic PCA Approach for Model Validation of Dynamic Systems
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Ren-Jye Yang | Xiaomo Jiang | Saeed David Barbat | Para Weerappuli | Xiaomo Jiang | S. Barbat | Para Weerappuli | R. Yang | Ren-Jye Yang
[1] Sankaran Mahadevan,et al. Bayesian inference method for model validation and confidence extrapolation , 2009 .
[2] S. Mahadevan,et al. Bayesian wavelet method for multivariate model assessment of dynamic systems , 2008 .
[3] Wei Chen,et al. A Design-Driven Validation Approach Using Bayesian Prediction Models , 2008 .
[4] Sankaran Mahadevan,et al. Bayesian validation assessment of multivariate computational models , 2008 .
[5] Panos Y. Papalambros,et al. A Comprehensive Metric for Comparing Time Histories in Validation of Simulation Models With Emphasis on Vehicle Safety Applications , 2008, DAC 2008.
[6] Leonard E. Schwer,et al. An overview of the PTC 60/V&V 10: guide for verification and validation in computational solid mechanics , 2007, Engineering with Computers.
[7] Leonard E. Schwer,et al. Validation metrics for response histories: perspectives and case studies , 2007, Engineering with Computers.
[8] Sankaran Mahadevan,et al. Bayesian risk-based decision method for model validation under uncertainty , 2007, Reliab. Eng. Syst. Saf..
[9] James O. Berger,et al. A Framework for Validation of Computer Models , 2007, Technometrics.
[10] Stephen W Rouhana,et al. Analysis and evaluation of the biofidelity of the human body finite element model in lateral impact simulations according to ISO-TR9790 procedures. , 2006, Stapp car crash journal.
[11] Zissimos P. Mourelatos,et al. Reliability Based Design Optimization of Dynamic Vehicle Performance Using Bond Graphs and Time Dependent Metamodels , 2006 .
[12] Matthew F. Barone,et al. Measures of agreement between computation and experiment: Validation metrics , 2004, J. Comput. Phys..
[13] Neil D. Lawrence,et al. Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models , 2005, J. Mach. Learn. Res..
[14] Sankaran Mahadevan,et al. Model Predictive Capability Assessment Under Uncertainty , 2005 .
[15] Sankaran Mahadevan,et al. Validation of reliability computational models using Bayes networks , 2005, Reliab. Eng. Syst. Saf..
[16] J. Tinsley Oden,et al. Verification and validation in computational engineering and science: basic concepts , 2004 .
[17] T. Trucano,et al. Verification, Validation, and Predictive Capability in Computational Engineering and Physics , 2004 .
[18] Thaweepat Buranathiti,et al. Model validation via uncertainty propagation and data transformations , 2004 .
[19] Ben H. Thacker,et al. Concepts and terminology of validation for computational solid mechanics models , 2004 .
[20] Robert G. Sargent,et al. Validation and verification of simulation models , 1999, Proceedings of the 2004 Winter Simulation Conference, 2004..
[21] Sankaran Mahadevan,et al. Bayesian methodology for reliability model acceptance , 2003, Reliab. Eng. Syst. Saf..
[22] R. J. Yang,et al. Recent Applications on Reliability-Based Optimization of Automotive Structures , 2003 .
[23] Ian H. Leslie,et al. Statistical Validation of Engineering and Scientific Models: Validation Experiments to Application , 2003 .
[24] Timothy G. Trucano,et al. Verification and Validation in Computational Fluid Dynamics , 2002 .
[25] Timothy G. Trucano,et al. Statistical Validation of Engineering and Scientific Models: A Maximum Likelihood Based Metric , 2002 .
[26] G Kostyniuk,et al. WorldSID Prototype Dummy Biomechanical Responses. , 2001, Stapp car crash journal.
[27] Timothy G. Trucano,et al. Statistical Validation of Engineering and Scientific Models with Application to CTH , 2001 .
[28] J. Schultz,et al. VALIDATION OF TRANSIENT STRUCTURAL DYNAMICS SIMULATIONS: AN EXAMPLE , 2001 .
[29] A. O'Hagan,et al. Bayesian calibration of computer models , 2001 .
[30] François M. Hemez,et al. VALIDATION OF STRUCTURAL DYNAMICS MODELS AT LOS ALAMOS NATIONAL LABORATORY , 2000 .
[31] Michael E. Tipping,et al. Probabilistic Principal Component Analysis , 1999 .
[32] Patrick J. Roache,et al. Verification and Validation in Computational Science and Engineering , 1998 .
[33] Osman Balci,et al. Verification, Validation And Accreditation Of Simulation Models , 1997, Winter Simulation Conference Proceedings,.
[34] J. Hair. Multivariate data analysis , 1972 .
[35] Keinosuke Fukunaga,et al. An Algorithm for Finding Intrinsic Dimensionality of Data , 1971, IEEE Transactions on Computers.
[36] H. Hotelling. Analysis of a complex of statistical variables into principal components. , 1933 .