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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.

Availability
Inventory Code Barcode Call Number Location Status
2108000164EB0004083526.1 Urs aCentral Library (OPAC)Available
Detail Information
Series Title
Advances in Oil and Gas Exploration & Production
Call Number
526.1 Urs a
Publisher
Switzerland : Springer Cham.,
Collation
ix, 86p.:ill
Language
English
ISBN/ISSN
978-3-030-67474-8
Classification
526.1
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Geophysics/Geodesy,
Specific Detail Info
-
Statement of Responsibility
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No other version available

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