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

Vicente Romero

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Probabilistic and Robust Engineering Design Control Systems and Identification Structural Health Monitoring Techniques

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Goal: Identify, develop, & vet effective and efficient procedures for End-to-End (E2E) UQ • Purpose: systems engineering of WUQ in Experimental and Mod-Sim workflows • Benefits: enhance Consistency, Quality, Credibility of: Experiments/Data UQ Model Development/Calibration -> Validation -> Extrap

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1953Describing Uncertainty in Single Sample Experiments 1998Verification and Validation in Computational Science and Engineering 1991Experimentation and Uncertainty Analysis for Engineers 2010Verification and Validation in Scientific Computing 2011A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing 2007A Framework for Validation of Computer Models 2007Model validation and predictive capability for the thermal challenge problem 2012Assessing the Reliability of Complex Models: Mathematical and Statistical Foundations of Verification, Validation, and Uncertainty Quantification

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2020Propagating Stress-Strain Curve Variability in Multi-Material Problems: Temperature-Dependent Material Tests to Plasticity Models to Structural Failure Predictions

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