Blar i Publikasjoner fra CRIStin på forfatter "Oguntola, Micheal Babatunde"
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Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery
Keil, Tim; Kleikamp, Hendrik; Lorentzen, Rolf Johan; Oguntola, Micheal Babatunde; Ohlberger, Mario (Peer reviewed; Journal article, 2022)In this contribution, we develop an efficient surrogate modeling framework for simulation-based optimization of enhanced oil recovery, where we particularly focus on polymer flooding. The computational approach is based ... -
Ensemble-based constrained optimization using an exterior penalty method
Oguntola, Micheal Babatunde; Lorentzen, Rolf J. (Peer reviewed; Journal article, 2021)In science and engineering, non-linear constrained optimization has been a useful mathematical technique for many practical applications. Of interest to us is its applicability in the modeling and prediction of hydrocarbon ...