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

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Description
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.

Key Features

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Product Specifications
Brand
CRC Press
Format
hardcover
ASIN
1032151145
Category
Books > Subjects > Science, Nature & Maths > Engineering & Technology > Mechanical & Materials Engineering > Fluid Mechanics
Domain
Amazon UK
Release Date
27 October 2022
Listed Since
21 April 2022

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