Search Results - "Tadjer, Amine"

Managing Uncertainty in Geological CO2 Storage Using Bayesian Evidential Learning by Tadjer, Amine, Bratvold, Reidar B.

“…Carbon capture and storage (CCS) has been increasingly looking like a promising strategy to reduce CO2 emissions and meet the Paris agreement’s climate target…”
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Machine learning based decline curve analysis for short-term oil production forecast by Tadjer, Amine, Hong, Aojie, Bratvold, Reidar B

“…Traditional decline curve analyses (DCAs), both deterministic and probabilistic, use specific models to fit production data for production forecasting. Various…”
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Efficient Dimensionality Reduction Methods in Reservoir History Matching by Tadjer, Amine, Bratvold, Reider B., Hanea, Remus G.

“…Production forecasting is the basis for decision making in the oil and gas industry, and can be quite challenging, especially in terms of complex geological…”
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A sequential decision and data analytics framework for maximizing value and reliability of CO2 storage monitoring by Tadjer, Amine, Hong, Aojie, Bratvold, Reidar B.

“…Carbon capture and sequestration (carbon capture and storage or CCS) represents a unique potential strategy that can minimize CO2 emissions in the atmosphere,…”
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Application of machine learning to assess the value of information in polymer flooding by Amine Tadjer, Reidar B. Bratvold, Aojie Hong, Remus Hanea

“…In this work, we provide a more consistent alternative for performing value of information (VOI) analyses to address sequential decision problems in reservoir…”
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