TY - CHAP
T1 - Bayesian Partition Models for Subsurface Characterization
AU - Efendiev, Yalchin
AU - Datta-Gupta, A.
AU - Hwang, K.
AU - Ma, X.
AU - Mallick, B.
PY - 2010/10/12
Y1 - 2010/10/12
KW - Algorithm two-stage MCMC
KW - Bayesian Partition Model (BPM)
KW - Bayesian partition models - for subsurface characterization
KW - Model equations and problem setting
KW - New Bayesian approach, BPM in surface fitting - splitting space into unknown number of disjoint regions
KW - Permeability field realizations
KW - Reversible Jump Markov chain Monte Carlo (RJ-MCMC) methods
KW - Simulation based Markov chain Monte Carlo (MCMC method) - from probability distribution samples
KW - Transient pressure response, tracer or production history - preferential flow path or flow barriers
KW - Uncertainties, of reservoir lithofacies, porosity, and permeability - and uncertainty in reservoir performance forecasting
UR - http://www.scopus.com/inward/record.url?scp=84885499941&partnerID=8YFLogxK
U2 - 10.1002/9780470685853.ch6
DO - 10.1002/9780470685853.ch6
M3 - Chapter
AN - SCOPUS:84885499941
SN - 9780470697436
SP - 107
EP - 122
BT - Large-Scale Inverse Problems and Quantification of Uncertainty
PB - John Wiley and Sons