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Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation - Shahab D. Mohaghegh

englanti
2022-10-27
234,25 € 312,33 €

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Toimitus 17-23 arkipäivässä

30 päivän palautusoikeus

Numerical simulation models are used in all engineering disciplines for modeling physical phenomena to learn how the phenomena work, and to identify problems and optimize behavior. Smart Proxy Models provide an opportunity to replicate numerical simulations with very high accuracy and can be run on a laptop within a few minutes, thereby simplifying the use of complex numerical simulations, which can otherwi ... Täydellinen kuvaus

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Numerical simulation models are used in all engineering disciplines for modeling physical phenomena to learn how the phenomena work, and to identify problems and optimize behavior. Smart Proxy Models provide an opportunity to replicate numerical simulations with very high accuracy and can be run on a laptop within a few minutes, thereby simplifying the use of complex numerical simulations, which can otherwise take tens of hours. This book focuses on Smart Proxy Modeling and provides readers with all the essential details on how to develop Smart Proxy Models using Artificial Intelligence and Machine Learning, as well as how it may be used in real-world cases.Covers replication of highly accurate numerical simulations using Artificial Intelligence and Machine LearningDetails application in reservoir simulation and modeling and computational fluid dynamicsIncludes real case studies based on commercially available simulatorsSmart Proxy Modeling is ideal for petroleum, chemical, environmental, and mechanical engineers, as well as statisticians and others working with applications of data-driven analytics.

Lisätietoja

Kirjoittaja Shahab D. Mohaghegh
Julkaisija CRC Press
Julkaisuvuosi 2022
Kannen tyyppi Kovakantinen
EAN 9781032151144
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Arvostelet: Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation
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234,25 € 312,33 €