Reservoir Simulations : Machine Learning and Modeling /

Reservoir Simulation: Machine Learning and Modeling helps the engineer step into the current and most popular advances in reservoir simulation, learning from current experiments and speeding up potential collaboration opportunities in research and technology. This reference explains common terminolo...

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Bibliographic Details
Main Authors: Sun, Shuyu, author 650474, Zhang, Tao, author 650475
Format: text
Language:eng
Published: Cambridge, Massachusetts : Gulf Professional Publishing, 2020
Subjects:
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author Sun, Shuyu, author 650474
Zhang, Tao, author 650475
author_facet Sun, Shuyu, author 650474
Zhang, Tao, author 650475
author_sort Sun, Shuyu, author 650474
collection OCEAN
description Reservoir Simulation: Machine Learning and Modeling helps the engineer step into the current and most popular advances in reservoir simulation, learning from current experiments and speeding up potential collaboration opportunities in research and technology. This reference explains common terminology, concepts, and equations through multiple figures and rigorous derivations, better preparing the engineer for the next step forward in a modeling project and avoid repeating existing progress. Well-designed exercises, case studies and numerical examples give the engineer a faster start on advancing their own cases. Both computational methods and engineering cases are explained, bridging the opportunities between computational science and petroleum engineering. This book delivers a critical reference for today’s petroleum and reservoir engineer to optimize more complex developments.
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institution Universiti Teknologi Malaysia - OCEAN
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spelling KOHA-OAI-TEST:6079972023-09-04T00:44:32ZReservoir Simulations : Machine Learning and Modeling / Sun, Shuyu, author 650474 Zhang, Tao, author 650475 textCambridge, Massachusetts : Gulf Professional Publishing,2020©2020engReservoir Simulation: Machine Learning and Modeling helps the engineer step into the current and most popular advances in reservoir simulation, learning from current experiments and speeding up potential collaboration opportunities in research and technology. This reference explains common terminology, concepts, and equations through multiple figures and rigorous derivations, better preparing the engineer for the next step forward in a modeling project and avoid repeating existing progress. Well-designed exercises, case studies and numerical examples give the engineer a faster start on advancing their own cases. Both computational methods and engineering cases are explained, bridging the opportunities between computational science and petroleum engineering. This book delivers a critical reference for today’s petroleum and reservoir engineer to optimize more complex developments.Includes bibliographical references and index.Reservoir Simulation: Machine Learning and Modeling helps the engineer step into the current and most popular advances in reservoir simulation, learning from current experiments and speeding up potential collaboration opportunities in research and technology. This reference explains common terminology, concepts, and equations through multiple figures and rigorous derivations, better preparing the engineer for the next step forward in a modeling project and avoid repeating existing progress. Well-designed exercises, case studies and numerical examples give the engineer a faster start on advancing their own cases. Both computational methods and engineering cases are explained, bridging the opportunities between computational science and petroleum engineering. This book delivers a critical reference for today’s petroleum and reservoir engineer to optimize more complex developments.ReservoirsMachine learningURN:ISBN:9780128209578
spellingShingle Reservoirs
Machine learning
Sun, Shuyu, author 650474
Zhang, Tao, author 650475
Reservoir Simulations : Machine Learning and Modeling /
title Reservoir Simulations : Machine Learning and Modeling /
title_full Reservoir Simulations : Machine Learning and Modeling /
title_fullStr Reservoir Simulations : Machine Learning and Modeling /
title_full_unstemmed Reservoir Simulations : Machine Learning and Modeling /
title_short Reservoir Simulations : Machine Learning and Modeling /
title_sort reservoir simulations machine learning and modeling
topic Reservoirs
Machine learning
work_keys_str_mv AT sunshuyuauthor650474 reservoirsimulationsmachinelearningandmodeling
AT zhangtaoauthor650475 reservoirsimulationsmachinelearningandmodeling