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RISTreating Epistemic Uncertainty Using Bootstrapping Selection of Input Distribution Model for Confidence-Based Reliability Assessment
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Accurately predicting the reliability of a physical system under aleatory uncertainty requires a very large number of physical output testing. Alternatively, a simulation-based method can be used, but it would involve ...
Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The conventional reliability-based design optimization (RBDO) methods assume that a simulation model is able to represent the real physics accurately. However, this assumption may not always hold as the simulation model ...
Confidence-Based Uncertainty Quantification and Model Validation for Simulations of High-Speed Impact Problems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Validation exercises for computational models of materials under impact must contend with sparse experimental data as well as with uncertainties due to microstructural stochasticity and variabilities in thermomechanical ...