Artificial Intelligent Approaches in Petroleum Geosciences

This book presents several artificial intelligent approaches1 for tackling and solving challenging practical problems from the petroleum geosciences and petroleum industry. Written by experienced academics, this book offers state-ofthe-art working examples and provides the reader with exposure to...

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Auteurs principaux: Cranganu, Constantin, Luchian, Henri, Breaban, Mihaela Elena
Format: Livre
Langue:English
Publié: Springer 2015
Sujets:
Accès en ligne:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/56918
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Résumé:This book presents several artificial intelligent approaches1 for tackling and solving challenging practical problems from the petroleum geosciences and petroleum industry. Written by experienced academics, this book offers state-ofthe-art working examples and provides the reader with exposure to the latest developments in the field of artificial intelligent methods applied to oil and gas research, exploration, and production. It also analyzes the strengths and weaknesses of each method presented using benchmarking, while also emphasizing essential parameters such as robustness, accuracy, speed of convergence, computer time, overlearning, or the role of normalization...