Name: Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation (en Inglés)
Price: 70.28 USD
Availability: InStock
Author: Shahab D. Mohaghegh
ISBN: 9781032151151

portada Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation (en Inglés)

Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Shahab D. Mohaghegh

Idioma

Inglés

N° páginas

190

Encuadernación

Tapa Blanda

ISBN13

9781032151151

N° edición

Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation (en Inglés)

Shahab D. Mohaghegh (Autor) · Crc Press · Tapa Blanda

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Reseña del libro "Smart Proxy Modeling: Artificial Intelligence and Machine Learning in Numerical Simulation (en Inglés)"

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.