Adaptive Approach to Petroleum Reservoir Simulation (Paperback, 1st ed. 2021)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Advances in Oil and Gas Exploration & Production
Release date:	February 2022
First published:	2021
Authors:	Stanislav Ursegov • Armen Zakharian
Dimensions:	254 x 178mm (L x W)
Format:	Paperback
Pages:	86
Edition:	1st ed. 2021
ISBN-13:	978-3-03-067476-2
Categories:	Books > Science & Mathematics > Physics > Applied physics & special topics > Geophysics Books > Earth & environment > Earth sciences > Meteorology > General
LSN:	3-03-067476-2
Barcode:	9783030674762

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