Robust optimization of the locations and types of multiple wells using CNN based proxy models
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Petroleum Science and Engineering"
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
A Recurrent Neural Network–Based Proxy Model for Well-Control Optimization with Nonlinear Output Constraints
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DOI: 10.2118/203980-pa
Abstract: In well-control optimization problems, the goal is to determine the time-varying well settings that maximize an objective function, which is often the net present value (NPV). Various proxy models have been developed to predict NPV… read more here.
Keywords: optimization; control optimization; well control; based proxy ... See more keywords
Identity-Based Proxy Signature with Message Recovery over NTRU Lattice
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DOI: 10.3390/e25030454
Abstract: Proxy signature is one of the important primitives of public-key cryptography and plays an essential role in delivering security services in modern communications. However, existing post quantum proxy signature schemes with larger signature sizes might… read more here.
Keywords: signature; based proxy; identity based; message recovery ... See more keywords