Smart Proxy Modeling (e-bog) af Mohaghegh, Shahab D.
Mohaghegh, Shahab D. (forfatter)

Smart Proxy Modeling e-bog

802,25 DKK (inkl. moms 1002,81 DKK)
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, whic...
E-bog 802,25 DKK
Forfattere Mohaghegh, Shahab D. (forfatter)
Forlag CRC Press
Udgivet 27 oktober 2022
Længde 190 sider
Genrer KNAT
Sprog English
Format epub
Beskyttelse LCP
ISBN 9781000755190
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.