Browsing UiS Brage by Author "Mirmohammadhosseini, Seyedehmina"
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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 ...