Conditioning well data to rule-based lobe model by machine learning with a generative adversarial network

Rule-based reservoir modeling methods integrate geological depositional process concepts to generate reservoir models that capture realistic geologic features for improved subsurface predictions and uncertainty models to support development decision making. However, the robust and direct conditionin...

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Bibliographic Details
Main Authors: Honggeun Jo, Javier E Santos, Michael J Pyrcz
Format: Article
Language:English
Published: SAGE Publishing 2020-11-01
Series:Energy Exploration & Exploitation
Online Access:https://doi.org/10.1177/0144598720937524