Blar i UiS Brage på forfatter "Tadjer, Mohamed Amine Amazigh"
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Application of machine learning to assess the value of information in polymer flooding
Tadjer, Mohamed Amine Amazigh; Bratvold, Reidar Brumer; Hong, Aojie; Hanea, Remus Gabriel (Peer reviewed; Journal article, 2021-12)In this work, we provide a more consistent alternative for performing value of information (VOI) analyses to address sequential decision problems in reservoir management and generate insights on the process of reservoir ... -
Machine learning based decline curve analysis for short-term oil production forecast
Tadjer, Mohamed Amine Amazigh; Hong, Aojie; Bratvold, Reidar Brumer (Peer reviewed; Journal article, 2021-05)Traditional decline curve analyses (DCAs), both deterministic and probabilistic, use specific models to fit production data for production forecasting. Various decline curve models have been applied for unconventional ... -
A sequential decision and data analytics framework for maximizing value and reliability of CO2 storage monitoring
Tadjer, Mohamed Amine Amazigh; Hong, Aojie; Bratvold, Reidar Brumer (Peer reviewed; Journal article, 2021-12)Carbon capture and sequestration (carbon capture and storage or CCS) represents a unique potential strategy that can minimize CO2 emissions in the atmosphere, and it creates a pathway toward a neutral carbon balance, which ...