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About U-Net Architectures For Fast Prediction of Incompressible Laminar Flows
This document discusses several U-net architectures for predicting incompressible laminar flows around arbitrary shapes. It begins by introducing the standard U-net architecture and its use in fluid dynamics applications. It then describes variations of the U-net that have been proposed, including stacked U-nets, coupled U-nets with shortcuts, and multi-path U-nets. The document focuses on assessing the predictive capabilities of these different U-net architectures on a dataset of random 2D shapes labeled with their fluid velocity and pressure fields.
Detailed Information
| Author: | ['Baran Denli'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 12 |
| Language: | English |
| Format: | |
| Price: | FREE |
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