Quantification of Model Uncertainty: Calibration, Model Discrepancy, and Identifiability

Improving Identifiability in Model Calibration Using Multiple Responses

(2012) Paul D. Arendt et al.   JOURNAL OF MECHANICAL DESIGN

A cautious approach to robust design with model parameter uncertainty

(2011) Daniel W. Apley et al.   IIE TRANSACTIONS

Toward a Better Understanding of Model Validation Metrics

(2011) Yu Liu et al.   JOURNAL OF MECHANICAL DESIGN

Design for Lifecycle Cost Using Time-Dependent Reliability

(2010) Amandeep Singh et al.   JOURNAL OF MECHANICAL DESIGN

A Multiscale Design Methodology for Hierarchical Systems With Random Field Uncertainty

(2010) Wei Chen et al.   JOURNAL OF MECHANICAL DESIGN

A Unified Framework for Integrated Optimization Under Uncertainty

(2010) Zhonglai Wang et al.   JOURNAL OF MECHANICAL DESIGN

A kriging approach to the analysis of climate model experiments

(2009) Dorin Drignei   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Bayesian Validation of Computer Models

(2009) Shuchun Wang et al.   TECHNOMETRICS

Calibration and Uncertainty Analysis for Computer Simulations with Multivariate Output

(2008) J. McFarland et al.   AIAA JOURNAL

A Bayesian analysis of the thermal challenge problem

(2008) F. Liu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A better understanding of model updating strategies in validating engineering models

(2008) Ying Xiong et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A Design-Driven Validation Approach Using Bayesian Prediction Models

(2008) Wei Chen et al.   JOURNAL OF MECHANICAL DESIGN

Bayesian Hierarchical Modeling for Integrating Low-Accuracy and High-Accuracy Experiments

(2008) Peter Z. G. Qian et al.   TECHNOMETRICS