Uncertainty Quantification: Introduction and Implementations

Abstract

This chapter provides a short introduction to Uncertainty Quantification based on Monte Carlo simulations, on Generalized Polynomial Chaos expansions and on Worst Case Corner Analysis. Furthermore, it also covers remarks how the chosen implementation should fit within existing simulation environments.