... prominent in the past two decades, considerably raising the standards and demands of model validation and forcing a significant paradigm shift in the design of corresponding validation experiments. In this paper, based on the experiences of project BeVERLI, we present strategies for designing and executing...

... received July 15, 2017; published online August 1, 2017. Editor: Ashley F. Emery. 25 07 2016 15 07 2017 test resource allocation model calibration model validation Sobol’ indices In engineering applications, it is often required to estimate the system response under untested...

.... Assoc. Editor: David Moorcroft. 30 11 2016 26 02 2017 model validation uncertainty dynamics model model reliability metric time-series prediction Computational models are increasingly being used to emulate the physics of engineering systems and predict their behavior...

... practitioner within the area of system simulation. uncertainty aggregation dimensionality reduction uncertainty quantification model validation aircraft system simulation models Modelica The use of modeling and simulation (M&S) in aircraft system design has a long history and is nowadays...

... [14] Ferson , S. , Oberkampf , W. , and Ginzburg , L. , 2008 , “ Model Validation and Predictive Capability for the Thermal Challenge Problem ,” Comput. Methods Appl. Mech. Eng. , 197 ( 29–32 ), pp. 2408 – 2430 . 10.1016/j.cma.2007.07.030 [15] Ferson , S. , and Oberkampf...