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Adaptive Approach to Petroleum Reservoir Simulation

Af: Stanislav Ursegov, Armen Zakharian Engelsk Paperback

Adaptive Approach to Petroleum Reservoir Simulation

Af: Stanislav Ursegov, Armen Zakharian Engelsk Paperback
Tjek vores konkurrenters priser
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.
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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.
Produktdetaljer
Sprog: Engelsk
Sider: 86
ISBN-13: 9783030674762
Indbinding: Paperback
Udgave:
ISBN-10: 3030674762
Kategori: Geofysik
Udg. Dato: 2 feb 2022
Længde: 0mm
Bredde: 178mm
Højde: 254mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 2 feb 2022
Forfatter(e) Stanislav Ursegov, Armen Zakharian


Kategori Geofysik


ISBN-13 9783030674762


Sprog Engelsk


Indbinding Paperback


Sider 86


Udgave


Længde 0mm


Bredde 178mm


Højde 254mm


Udg. Dato 2 feb 2022


Oplagsdato 2 feb 2022


Forlag Springer Nature Switzerland AG

Kategori sammenhænge