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Data Driven Reservoir Modeling 1st Edition by Shahab D Mohaghegh ISBN 9781613995945 1613995946

Name: Data Driven Reservoir Modeling 1st Edition by Shahab D Mohaghegh ISBN 9781613995945 1613995946
SKU: EB-51768034
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Data Driven Reservoir Modeling 1st Edition Shahab D. Mohaghegh Digital Instant Download

Author(s): Shahab D. Mohaghegh

ISBN(s): 9781613995945, 1613995946

Edition: 1

File Details: EPUB, 20.90 MB

Year: 2017

Language: English

SKU: EB-51768034 Category: Uncategorized Tag: Shahab D. Mohaghegh

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Data Driven Reservoir Modeling 1st Edition by Shahab D Mohaghegh – Ebook PDF Instant Download/Delivery: 9781613995945 ,1613995946
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Product details:

ISBN 10: 1613995946
ISBN 13: 9781613995945
Author: Shahab D Mohaghegh

Data-Driven Reservoir Modeling introduces new technology and protocols (intelligent systems) that teach the reader how to apply data analytics to solve real-world, reservoir engineering problems. The book describes how to utilize machine-learning-based algorithmic protocols to reduce large quantities of difficult-to-understand data down to actionable, tractable quantities. Through data manipulation via artificial intelligence, the user learns how to exploit imprecision and uncertainty to achieve tractable, robust, low-cost, effective, actionable solutions to challenges facing upstream technologists in the petroleum industry.

Data Driven Reservoir Modeling 1st Edition Table of contents:

Data-Driven Problem Solving
Reservoir Modeling
Data-Driven Technologies
Pitfalls of Using Machine Learning in Reservoir Modeling
Fact-Based Reservoir Management
Top-Down Modeling
The Spatio-Temporal Database
History Matching the Top-Down Model
Post-Modeling Analysis of the Top-Down Model
Examples and Case Studies
Limitations of Data-Driven Reservoir Modeling
The Future of Data-Driven Reservoir Modeling

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Tags: Shahab D Mohaghegh, Data Driven, Reservoir Modeling