Smart Proxy Modeling - Artificial Intelligence and Machine Learning in Numerical Simulation (Hardcover)

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.

General

Imprint:	Taylor & Francis
Country of origin:	United Kingdom
Release date:	October 2022
First published:	2023
Authors:	Shahab D. Mohaghegh
Dimensions:	234 x 156 x 19mm (L x W x T)
Format:	Hardcover
Pages:	190
ISBN-13:	978-1-03-215114-4
Categories:	Books > Professional & Technical > Environmental engineering & technology > General Books > Computing & IT > Computer hardware & operating systems > Supercomputers Books > Business & Economics > Industry & industrial studies > Primary industries > Mining industry Books > Science & Mathematics > Physics > Classical mechanics > General Books > Professional & Technical > Industrial chemistry & manufacturing technologies > Industrial chemistry > Chemical engineering Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General Books > Computing & IT > Applications of computing > Databases > Data capture & analysis Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General Promotions
LSN:	1-03-215114-5
Barcode:	9781032151144

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