Blar i UiS Brage på forfatter "Kor, Peyman"
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Decision-Driven Data Analytics for Well Placement Optimization in Field Development Scenario - Powered by Machine Learning
Kor, Peyman (Masteroppgave/UIS-TN-IER/2019;, Master thesis, 2019-06-15)Application of Data Analytics and Machine Learning (ML) in petroleum reservoir management have received a lot of attention in recent years, mainly due to the availability of sheer computational resources and recorded big ... -
Probabilistic Machine Learning for Production Optimization Under Uncertainty
Mirmohammadhosseini, Seyedehmina (Master thesis, 2023)This thesis investigates the application of Bayesian Optimization (BO) in the optimization of the Expected Net Present Value (ENPV) for oil field development. The objective is to maximize the ENPV while reducing the ...