Download Deep Learning Aeronautics PDF Free - Full Version
Download Deep Learning Aeronautics by ['Emerson Mayon Sanchez'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Learning Aeronautics
The document describes a study using convolutional neural networks (CNNs) to predict aerodynamic flow fields. CNNs are used to predict velocity and pressure fields for unseen airfoil shapes and flow conditions based on pixelated shape inputs. The CNN can estimate flow fields orders of magnitude faster than computational fluid dynamics solvers. It is shown to effectively predict flow fields for different airfoil shapes, angles of attack, and Reynolds numbers. Previous works applying CNNs to fluid dynamics problems are also summarized.
Detailed Information
| Author: | ['Emerson Mayon Sanchez'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 30 |
| Language: | English |
| Format: | |
| Price: | FREE |
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