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Keywords: Artificial Intelligence
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Journal Articles
SPE Res Eval & Eng 26 (04): 1212–1223.
Paper Number: SPE-200572-PA
Published: 08 November 2023
... complex reservoir geologist united states government europe government machine learning permeability modeling & simulation formulation spe reservoir evaluation heterogeneity scenario fractured reservoir calibration salt tectonics artificial intelligence grid simulator karst fracture...
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SPE Res Eval & Eng 26 (04): 1402–1415.
Paper Number: SPE-210224-PA
Published: 08 November 2023
... type mudstone coefficient diffusion coefficient regime iteration reservoir geomechanics artificial intelligence spe reservoir evaluation derivative hydraulic fracture history-matching workflow modeling & simulation canada government workflow clarkson permeability hamdi geological...
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SPE Res Eval & Eng 26 (04): 1484–1497.
Paper Number: SPE-211800-PA
Published: 08 November 2023
... Copyright © 2023 Society of Petroleum Engineers Artificial intelligence refers to the broad field of having machines perceive, synthesize, and infer information for solving problems that are intellectually difficult for humans. It enables computers to learn from experience and develop rules based...
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SPE Res Eval & Eng 26 (03): 759–779.
Paper Number: SPE-207877-PA
Published: 09 August 2023
... crossplots along with comparisons of ground truth vs. artificial intelligence (AI)-predicted curves indicated that the model is capable of making accurate predictions with an error percentage between 0.2% and 0.6% on history-matching experimental data for all three tested ML techniques. This implies...
Includes: Supplementary Content
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SPE Res Eval & Eng 26 (03): 795–812.
Paper Number: SPE-214688-PA
Published: 09 August 2023
... possibility of generating a proxy model is applying ANN, a class of techniques pertaining to the artificial intelligence (AI) area, specifically, deep learning techniques. In this work, we choose the ANN based on two main motivations. First, the application of AI in petroleum engineering and geosciences...
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