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portada Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation
Type
Physical Book
Publisher
Author
Language
English
Pages
190
Format
Paperback
ISBN13
9781032151151
Edition No.
1

Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation

Shahab D. Mohaghegh (Author) · Crc Press · Paperback

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

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Synopsis "Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation"

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 Learning Details application in reservoir simulation and modeling and computational fluid dynamics Includes real case studies based on commercially available simulators Smart Proxy Modeling is ideal for petroleum, chemical, environmental, and mechanical engineers, as well as statisticians and others working with applications of data-driven analytics.

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