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dc.relation.isnodouble53893*
dc.contributor.authorGhommem, M.
dc.contributor.authorCalo, Victor
dc.contributor.authorEfendiev, Y.
dc.date.accessioned2018-02-06T06:16:59Z
dc.date.available2018-02-06T06:16:59Z
dc.date.created2018-02-06T05:49:58Z
dc.date.issued2014
dc.date.submitted2018-02-06
dc.identifier.citationGhommem, M. and Calo, V. and Efendiev, Y. 2014. Mode decomposition methods for flows in high-contrast porous media. A global approach. Journal of Computational Physics. 257 (Pt A): pp. 400-413.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/63361
dc.identifier.doi10.1016/j.jcp.2013.09.031
dc.description.abstract

We apply dynamic mode decomposition (DMD) and proper orthogonal decomposition (POD) methods to flows in highly-heterogeneous porous media to extract the dominant coherent structures and derive reduced-order models via Galerkin projection. Permeability fields with high contrast are considered to investigate the capability of these techniques to capture the main flow features and forecast the flow evolution within a certain accuracy. A DMD-based approach shows a better predictive capability due to its ability to accurately extract the information relevant to long-time dynamics, in particular, the slowly-decaying eigenmodes corresponding to largest eigenvalues. Our study enables a better understanding of the strengths and weaknesses of the applicability of these techniques for flows in high-contrast porous media. Furthermore, we discuss the robustness of DMD- and POD-based reduced-order models with respect to variations in initial conditions, permeability fields, and forcing terms. © 2013 Elsevier Inc.

dc.publisherAcademic Press
dc.titleMode decomposition methods for flows in high-contrast porous media. A global approach
dc.typeJournal Article
dcterms.dateSubmitted2018-02-06
dcterms.source.volume257
dcterms.source.numberPA
dcterms.source.startPage400
dcterms.source.endPage413
dcterms.source.issn0021-9991
dcterms.source.titleJournal of Computational Physics
curtin.digitool.pid261606
curtin.departmentDepartment of Applied Geology
curtin.identifier.elementsidELEMENTS-202741
curtin.accessStatusFulltext not available


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