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About Artificial Intelligence (AI) and Deep Learning For CFD: October 2022
This document discusses using artificial intelligence and machine learning techniques for computational fluid dynamics (CFD). It provides background on machine learning and deep learning, describes common machine learning algorithms like linear regression and decision trees, and examines applications of these methods to fluid dynamics problems. Specific case studies are presented on using physics-informed machine learning to study fluid mechanics and predicting wall shear stress in carotid arteries using neural networks. The document also introduces artificial neural networks and examines their use in turbulence modeling and other CFD challenges.
Detailed Information
| Author: | ['vivekrjpt115'] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 163 |
| Language: | English |
| Format: | |
| Price: | FREE |
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