Spectral Methods for Uncertainty Quantification

This book deals with the application of spectral methods to problems of uncertainty propagation and quanti?cation in model-based computations. Besides these shortcomings, our aim is to treat algorithmic and computational aspects of spectral stochastic methods with details suf?cient to address and reconstruct all but those highly elaborate examples.