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

ISBN-13: 9781032151144 / Angielski / Twarda / 2022 / 176 str.

Shahab D. Mohaghegh

Opis

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. This book focuses on smart proxy modeling and teaches readers to develop smart proxy models using artificial intelligence and machine learning.

Spis treści

1. Artificial Intelligence and Machine Learning. 2. Numerical simulation and modeling. 3. Proxy modeling. 4. Smart Proxy Modeling for numerical reservoir simulation. 5. Smart Proxy Modeling for computational fluid dynamics (CFD).