Adaptive Approach to Petroleum Reservoir Simulation

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This book presents unique features of the adaptive modeling approach based on new machine learning algorithms for petroleum exploration, development, and production. The adaptive approach helps simulation engineers and geoscientists to create adequate geological and hydrodynamic models. This approach is proven to be a real alternative to traditional techniques, such as deterministic modeling. Currently, machine-learning algorithms grow in popularity because they provide consistency, predictiveness, and convenience. The primary purpose of this book is to describe the theoretical state of the adaptive approach and show some examples of its implementation in simulation and forecasting different reservoir processes.

Mehr Informationen
ReiheAdvances in Oil and Gas Exploration & Production
ISBN 9783030674731
Sprache Englisch
Ausgabe 1st ed. 2021
Erscheinungsdatum 01.02.2021
Umfang 86 Seiten
Genre Geowissenschaften
Format Hardcover
Verlag Springer International Publishing
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