Quarteroni, AlfioRozza, GianluigiChen, Peng2014-05-052014-05-052014-05-05201410.5075/epfl-thesis-6118https://infoscience.epfl.ch/handle/20.500.14299/103206urn:nbn:ch:bel-epfl-thesis6118-8enuncertainty quantificationstochastic partial different equationssparse approximationstochastic collocation methodreduced basis methodreliability analysisstochastic optimal controlModel Order Reduction Techniques for Uncertainty Quantification Problemsthesis::doctoral thesis