Efficient posterior exploration of a high‐dimensional groundwater model from two‐stage Markov chain Monte Carlo simulation and polynomial chaos expansion. Issue 5 (28th May 2013)

Record Type:: Journal Article
Title:: Efficient posterior exploration of a high‐dimensional groundwater model from two‐stage Markov chain Monte Carlo simulation and polynomial chaos expansion. Issue 5 (28th May 2013)
Main Title:: Efficient posterior exploration of a high‐dimensional groundwater model from two‐stage Markov chain Monte Carlo simulation and polynomial chaos expansion
Authors:: Laloy, Eric
Rogiers, Bart
Vrugt, Jasper A.
Mallants, Dirk
Jacques, Diederik
Abstract:: <abstract abstract-type="short"> <title>Key Points</title> <list list-type="bullet"> <list-item> Efficient two‐stage MCMC simulation for CPU‐demanding sampling </list-item> <list-item> Real‐world application to the inference of a multi‐layered 3D aquifer model </list-item> <list-item> A 2‐5 times observed speed up in sampling efficiency </list-item> </list> </abstract>
Is Part Of:: Water resources research. Volume 49:Issue 5(2013:May)
Journal:: Water resources research
Issue:: Volume 49:Issue 5(2013:May)
Issue Display:: Volume 49, Issue 5 (2013)
Year:: 2013
Volume:: 49
Issue:: 5
Issue Sort Value:: 2013-0049-0005-0000
Page Start:: 2664
Page End:: 2682
Publication Date:: 2013-05-28
Subjects:: Hydrology -- Periodicals
333.91
Journal URLs:: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1944-7973 ↗
http://www.agu.org/pubs/current/wr/ ↗
http://onlinelibrary.wiley.com/ ↗
DOI:: 10.1002/wrcr.20226 ↗
Languages:: English
ISSNs:: 0043-1397
Deposit Type:: Legaldeposit
View Content:: Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:: British Library DSC - 9275.150000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store
Ingest File:: 3100.xml