History Matching Through a Smooth Formulation of Multiple-Point Statistics [PDF]
Mathematical Geosciences, 2014 We propose a smooth formulation of multiple-point statistics that enables us to solve inverse problems using gradient-based optimization techniques. We introduce a differentiable function that quantifies the mismatch between multiple-point statistics of ...
Knud Skou Cordua +14 more
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MPSLIB: A C++ class for sequential simulation of multiple-point statistical models
SoftwareX, 2016 Geostatistical simulation methods allow simulation of spatial structures and patterns based on a choice of statistical model. In the last few decades multiple-point statistics (MPS) has been developed that allows inferring the statistical model from a ...
Thomas Mejer Hansen +2 more
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Some aspects of multiple-point statistics
, 2007 In many earth sciences applications, the geological structures to be reproduced are curvilinear. Although locally accurate in a minimum error variance sense, traditional methods based on some form of kriging are not sensitive to the presence of strings
DE IACO, Sandra, CONZA E.
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Multiple-point statistics and non-colocational soft data integration
Computers & Geosciences, 2023 In geostatistics, available conditional information is typically categorized as either hard (with no uncertainty) or soft (associated with an uncertainty) data. 2-point based Gaussian (kriging) simulation methods have since their inception been able to account for hard and soft data.
Óli D. Jóhannsson, Thomas Mejer Hansen
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Locality-based 3-D multiple-point statistics reconstruction using 2-D geological cross sections [PDF]
Hydrology and Earth System Sciences, 2018 Multiple-point statistics (MPS) has shown promise in representing complicated subsurface structures. For a practical three-dimensional (3-D) application, however, one of the critical issues is the difficulty in obtaining a credible 3-D training image.
Q. Chen +7 more
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Alternative geostatistics tools applied to Morroa aquifer modeling (Sucre-Colombia)
Revista Facultad de Ingeniería Universidad de Antioquia, 2013 In this paper, stochastic simulations and some multiple-point geostatistical principles are developed using a comparative methodology consisting of two phases.
Aníbal Pérez-García +2 more
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On preferred point geometry in statistics [PDF]
, 2001 A brief synopsis of progress in differential geometry in statistics is followed by a note of some points of tension in the developing relationship between these disciplines. The preferred point nature of much of statistics is described and suggests the
Marriott, P. +9 more
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Conditioning of Multiple-Point Statistics Facies Simulations to Tomographic Images [PDF]
Mathematical Geosciences, 2013 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lochbühler Tobias +3 more
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Quantitative Analysis for the Reconstruction of Porous Media Using Multiple-Point Statistics
Geofluids, 2020 The pore structure reconstruction of the porous media is of great importance to the research of mechanisms of fluid flow in porous media. To capture the large-scale patterns in the pore space, the multiple-point statistical technique is generally adopted
Qing Xie +3 more
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Parallelized Adaptive Importance Sampling for Solving Inverse Problems
Frontiers in Earth Science, 2018 In the field of groundwater hydrology and more generally geophysics, solving inverse problems in a complex, geologically realistic, and discrete model space often requires the usage of Monte Carlo methods.
Christoph Jäggli +2 more
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