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Smart Proxy Modeling

- Artificial Intelligence and Machine Learning in Numerical Simulation
Af: Shahab D. Mohaghegh Engelsk Hardback

Smart Proxy Modeling

- Artificial Intelligence and Machine Learning in Numerical Simulation
Af: Shahab D. Mohaghegh Engelsk Hardback
Tjek vores konkurrenters priser

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.

Tjek vores konkurrenters priser
Normalpris
kr 983
Fragt: 39 kr
6 - 8 hverdage
20 kr
Pakkegebyr
God 4 anmeldelser på
Tjek vores konkurrenters priser

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.

Produktdetaljer
Sprog: Engelsk
Sider: 190
ISBN-13: 9781032151144
Indbinding: Hardback
Udgave:
ISBN-10: 1032151145
Kategori: Energi
Udg. Dato: 27 okt 2022
Længde: 19mm
Bredde: 165mm
Højde: 240mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 27 okt 2022
Forfatter(e): Shahab D. Mohaghegh
Forfatter(e) Shahab D. Mohaghegh


Kategori Energi


ISBN-13 9781032151144


Sprog Engelsk


Indbinding Hardback


Sider 190


Udgave


Længde 19mm


Bredde 165mm


Højde 240mm


Udg. Dato 27 okt 2022


Oplagsdato 27 okt 2022


Forlag Taylor & Francis Ltd

Kategori sammenhænge