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“…(12) Note that in this approach it is possible to perform the LU decomposition of the variogram matrix V and then find the vector…”
Section: Ordinary Kriging Proxy Modelmentioning
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“…(12) Note that in this approach it is possible to perform the LU decomposition of the variogram matrix V and then find the vector…”
Section: Ordinary Kriging Proxy Modelmentioning
“…(13) are fixed, whereas the variogram's coefficients in Eq. (12) are estimated from the training data fitting.…”
Section: Radial Basis Functions Network Interpolationmentioning
“…Vanegas et al. discussed another strategy for assessing optimal operating conditions in the SAGD process using the design of experiments and polynomial response surface approach. However, these studies overlooked the geological uncertainties and real complexities of the SAGD model.…”
Section: Introductionmentioning
“…Three different strategies of proxy-models generation for SAGD projects have been identified in the literature: 1) static measures of the goodness of reservoir fitted to a reservoir simulation response, see for example [8]; 2) use of Design of Experiments (DOE) and Response Surface Methodology (RSM) to generate polynomials fitted to reservoir simulator responses, see for example [9,10]; and 3) physical-based proxies which are also adjusted to SAGD simulation responses, [11]. This paper is an extension of the work presented in [11].…”
Section: Introductionmentioning