Real-Space Model Validation and Predictor-Corrector Extrapolation applied to the Sandia Cantilever Beam End-to-End UQ Problem.

Romero, Vicente J.

doi:10.2514/6.2019-1488

Title: Real-Space Model Validation and Predictor-Corrector Extrapolation applied to the Sandia Cantilever Beam End-to-End UQ Problem.

Conference · Tue Jan 01 00:00:00 EST 2019

DOI:https://doi.org/10.2514/6.2019-1488· OSTI ID:1582175

Romero, Vicente J.

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Research Organization:: Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)

Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

DOE Contract Number:: AC04-94AL85000

OSTI ID:: 1582175

Report Number(s):: SAND2019-0043C; 671262

Resource Relation:: Conference: Proposed for presentation at the 2019 AIAA SciTech Non-Deterministic Approaches Conference held January 7-11, 2019 in San Diego, CA, US.

Country of Publication:: United States

Language:: English

References (11)

Discrete-Direct Model Calibration and Propagation Approach Addressing Sparse Replicate Tests and Material, Geometric, and Measurement Uncertainties Romero, Vicente WCX World Congress Experience, SAE Technical Paper Series https://doi.org/10.4271/2018-01-1101	conference	April 2018
To the Editor: Anderson, Paul D.; Dewan, Paddy A. Journal of Pediatric Surgery, Vol. 36, Issue 6 https://doi.org/10.1016/S0022-3468(01)70033-4	journal	June 2001
Some Metrics and a Bayesian Procedure for Validating Predictive Models in Engineering Design Chen, Wei; Xiong, Ying; Tsui, Kwok-Leung ASME 2006 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Volume 1: 32nd Design Automation Conference, Parts A and B https://doi.org/10.1115/DETC2006-99599	conference	June 2008
A Framework for Validation of Computer Models Bayarri, Maria J.; Berger, James O.; Paulo, Rui Technometrics, Vol. 49, Issue 2 https://doi.org/10.1198/004017007000000092	journal	May 2007
Reliability of computational science Babuška, I.; Nobile, F.; Tempone, R. Numerical Methods for Partial Differential Equations, Vol. 23, Issue 4 https://doi.org/10.1002/num.20263	journal	January 2007
Computational methods for model reliability assessment Rebba, Ramesh; Mahadevan, Sankaran Reliability Engineering & System Safety, Vol. 93, Issue 8 https://doi.org/10.1016/j.ress.2007.08.001	journal	August 2008
Model validation and predictive capability for the thermal challenge problem Ferson, Scott; Oberkampf, William L.; Ginzburg, Lev Computer Methods in Applied Mechanics and Engineering, Vol. 197, Issue 29-32 https://doi.org/10.1016/j.cma.2007.07.030	journal	May 2008
Application of a Versatile "Real-Space" Validation Methodology to a Fire Model Romero, Vicente; Luketa, Anay; Sherman, Martin Journal of Thermophysics and Heat Transfer, Vol. 24, Issue 4 https://doi.org/10.2514/1.46358	journal	October 2010
A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing Roy, Christopher J.; Oberkampf, William L. Computer Methods in Applied Mechanics and Engineering, Vol. 200, Issue 25-28 https://doi.org/10.1016/j.cma.2011.03.016	journal	June 2011
Bayesian Uncertainty Integration for Model Calibration, Validation, and Prediction Mullins, Joshua; Mahadevan, Sankaran Journal of Verification, Validation and Uncertainty Quantification, Vol. 1, Issue 1 https://doi.org/10.1115/1.4032371	journal	February 2016
Calibration and Uncertainty Analysis for Computer Simulations with Multivariate Output McFarland, John; Mahadevan, Sankaran; Romero, Vicente AIAA Journal, Vol. 46, Issue 5 https://doi.org/10.2514/1.35288	journal	May 2008

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