Probabilistic knowledge-based characterization of conceptual geological models

Probabilistic knowledge-based characterization of conceptual geological models

The construction of conceptual geological models is an essential task in petroleum exploration, especially during the early stages of investment, when evidence about the subsurface is limited. In this task, geoscientists recreate the most likely geological scenarios that led to potential accumulatio...

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Bibliographic Details
Main Authors: Júlio Hoffimann, Sandro Rama Fiorini, Breno de Carvalho, Andres Codas, Carlos Raoni, Bianca Zadrozny, Rogério de Paula, Oksana Popova, Maxim Mityaev, Irina Shishmanidi, Anastasiia Gorelova, Zoya Filippova
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Applied Computing and Geosciences
Subjects:
Probabilistic graphical models
Bayesian network
Probabilistic reasoning
Information gain
Uncertainty quantification
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197421000033

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http://www.sciencedirect.com/science/article/pii/S2590197421000033

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