Reduced Order Model and Uncertainty Quantification for Stochastic Porous Media Flows

Reduced Order Model and Uncertainty Quantification for Stochastic Porous Media Flows

In this dissertation, we focus on the uncertainty quantification problems where the goal is to sample the porous media properties given integrated responses. We first introduce a reduced order model using the level set method to characterize the channelized features of permeability fields. The sampl...

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Bibliographic Details
Main Author: Wei, Jia
Other Authors: Efendiev, Yalchin
Format: Others
Language:en_US
Published: 2012
Subjects:
uncertainty quantification
regularity of posterior
ensemble-level
preconditioner
analysis of variance
mixed multiscale finite element method
multi-stage SAMC
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2012-08-11598

Internet

http://hdl.handle.net/1969.1/ETD-TAMU-2012-08-11598

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