This paper presents a comprehensive review of Uncertainty-Based Multidisciplinary Design
Optimization (UMDO) theory and the state of the art in UMDO methods for aerospace …

A nearly autonomous management and control (NAMAC) system is designed to furnish
recommendations to operators for achieving particular goals based on NAMAC's knowledge …

An overview of a comprehensive framework is given for estimating the predictive uncertainty
of scientific computing applications. The framework is comprehensive in the sense that it …

A factor of safety method for quantitative estimates of grid-spacing and time-step
uncertainties for solution verification is developed. It removes the two deficiencies of the grid …

Computational fluid dynamics for ship hydrodynamics has made monumental progress over
the last ten years, which is reaching the milestone of providing first-generation simulation …

This paper proposes a probabilistic framework to include both aleatory and epistemic
uncertainty within model-based reliability estimation of engineering systems for individual …

Discretization error occurs during the approximate numerical solution of differential
equations. Of the various sources of numerical error, discretization error is generally the …

This paper gives a broad overview of a complete framework for assessing the predictive
uncertainty of scientific computing applications. The framework is complete in the sense that …

In this work, we present the results of a preliminary uncertainty quantification and sensitivity
analysis study of the Molten Salt Fast Reactor (MSFR) behavior at steady-state performed by …

Computational fluid dynamics (CFD) and other advanced modeling and simulation (M&S)
methods are increasingly relied on for predictive performance, reliability and safety of …