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Statistical Inversion of Absolute Permeability in Single-phase Darcy Flow

dc.contributor.authorStrauss, Thilo
dc.contributor.authorFan, Xiaolin
dc.contributor.authorSun, Shuyu
dc.contributor.authorKhan, Taufiquar
dc.date.accessioned2015-06-10T18:31:56Z
dc.date.available2015-06-10T18:31:56Z
dc.date.issued2015-06-01
dc.identifier.citationStatistical Inversion of Absolute Permeability in Single-phase Darcy Flow 2015, 51:1188 Procedia Computer Science
dc.identifier.issn18770509
dc.identifier.doi10.1016/j.procs.2015.05.291
dc.identifier.urihttp://hdl.handle.net/10754/556696
dc.description.abstractIn this paper, we formulate the permeability inverse problem in the Bayesian framework using total variation (TV) and fp (0 < p δ 2) regularization prior. We use the Markov Chain Monte Carlo (MCMC) method for sampling the posterior distribution to solve the ill-posed inverse problem. We present simulations to estimate the distribution for each pixel for the image reconstruction of the absolute permeability.
dc.publisherElsevier BV
dc.relation.urlhttp://linkinghub.elsevier.com/retrieve/pii/S1877050915010996
dc.rightsArchived with thanks to Procedia Computer Science, Under a Creative Commons license http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectMetropolis-Hastings
dc.subjectMarkov chain Monte Carlo method
dc.subjectSingle-phase Darcy flow
dc.subjectStatistical inversion
dc.titleStatistical Inversion of Absolute Permeability in Single-phase Darcy Flow
dc.typeConference Paper
dc.contributor.departmentComputational Transport Phenomena Lab
dc.contributor.departmentEarth Science and Engineering Program
dc.contributor.departmentPhysical Science and Engineering (PSE) Division
dc.identifier.journalProcedia Computer Science
dc.conference.date2002-04-21 to 2002-04-24
dc.conference.nameInternational Conference on Computational Science, ICCS 2002
dc.conference.locationAmsterdam, NLD
dc.eprint.versionPublisher's Version/PDF
dc.contributor.institutionDepartment of Mathematical Sciences, Clemson University, Clemson, USA
kaust.personSun, Shuyu
kaust.personFan, Xiaolin
refterms.dateFOA2018-06-13T12:21:58Z
dc.date.published-online2015-06-01
dc.date.published-print2015


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