Statistical Inversion of Absolute Permeability in Single-phase Darcy Flow
dc.contributor.author | Strauss, Thilo | |
dc.contributor.author | Fan, Xiaolin | |
dc.contributor.author | Sun, Shuyu | |
dc.contributor.author | Khan, Taufiquar | |
dc.date.accessioned | 2015-06-10T18:31:56Z | |
dc.date.available | 2015-06-10T18:31:56Z | |
dc.date.issued | 2015-06-01 | |
dc.identifier.citation | Statistical Inversion of Absolute Permeability in Single-phase Darcy Flow 2015, 51:1188 Procedia Computer Science | |
dc.identifier.issn | 18770509 | |
dc.identifier.doi | 10.1016/j.procs.2015.05.291 | |
dc.identifier.uri | http://hdl.handle.net/10754/556696 | |
dc.description.abstract | In 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.publisher | Elsevier BV | |
dc.relation.url | http://linkinghub.elsevier.com/retrieve/pii/S1877050915010996 | |
dc.rights | Archived with thanks to Procedia Computer Science, Under a Creative Commons license http://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | Metropolis-Hastings | |
dc.subject | Markov chain Monte Carlo method | |
dc.subject | Single-phase Darcy flow | |
dc.subject | Statistical inversion | |
dc.title | Statistical Inversion of Absolute Permeability in Single-phase Darcy Flow | |
dc.type | Conference Paper | |
dc.contributor.department | Computational Transport Phenomena Lab | |
dc.contributor.department | Earth Science and Engineering Program | |
dc.contributor.department | Physical Science and Engineering (PSE) Division | |
dc.identifier.journal | Procedia Computer Science | |
dc.conference.date | 2002-04-21 to 2002-04-24 | |
dc.conference.name | International Conference on Computational Science, ICCS 2002 | |
dc.conference.location | Amsterdam, NLD | |
dc.eprint.version | Publisher's Version/PDF | |
dc.contributor.institution | Department of Mathematical Sciences, Clemson University, Clemson, USA | |
kaust.person | Sun, Shuyu | |
kaust.person | Fan, Xiaolin | |
refterms.dateFOA | 2018-06-13T12:21:58Z | |
dc.date.published-online | 2015-06-01 | |
dc.date.published-print | 2015 |
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Computational Transport Phenomena Lab
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