Uncertainty Quantification: An Accelerated Course with Advanced Applications in Computational Engineering

This book presents the fundamental notions and advanced mathematical tools in the shastic modeling of uncertainties and their quantification for large-scale computational models in sciences and engineering. In particular, it focuses in parametric uncertainties, and non-parametric uncertainties with applications from the structural dynamics and vibroacoustics of complex mechanical systems, from micromechanics and multiscale mechanics of heterogeneous materials.

Resulting from a course deve...