Mohaghegh, Shahab D.

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

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ISBN 13:
9781032151151
author:
Mohaghegh, Shahab D.
format:
Paperback
publisher:
Taylor & Francis Ltd
language:
English
Publication Year:
2024
Pages:
190
Dimensions:
23.4 x 15.6 x 1.1 centimetres (0
Genre:
Computers, Server & Database, General Database,
Condition:
New
Availability:
Item usually sent within 10 working days
£53.06

Description

Smart Proxy Modeling: Replicating Numerical Simulations with High Accuracy This book provides a comprehensive guide to developing Smart Proxy Models using Artificial Intelligence and Machine Learning. By leveraging these technologies, you can replicate complex numerical simulations with high accuracy, reducing the time required for analysis from tens of hours to just minutes. The book covers various applications of Smart Proxy Modeling, including reservoir simulation and computational fluid dynamics, and includes real case studies based on commercially available simulators. It is ideal for engineers and statisticians working in fields such as petroleum, chemical, environmental, and mechanical engineering, as well as those applying data-driven analytics. With its focus on practical implementation and real-world examples, Smart Proxy Modeling is a valuable resource for anyone looking to improve their simulation capabilities using AI and Machine Learning.

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