Robust optimization of the locations and types of multiple wells using CNN based proxy models
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DOI: 10.1016/j.petrol.2020.107424
Abstract: Abstract For the cost-effective optimization of well locations and types under geologic uncertainty, proxy modeling or surrogate modeling of reservoir simulation is required. Recently, a machine learning algorithm has been widely applied to predict reservoir… read more here.
Keywords: proxy models; types multiple; based proxy; optimization ... See more keywords