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A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network
In a myriad of engineering situations, we often hope to establish a model which can acquire load conditions around structures through flow features detection. A data-driven method is developed to predict the pressure on a cylinder from velocity distributions in its wake flow. The proposed deep learn...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7064603/ https://www.ncbi.nlm.nih.gov/pubmed/32157170 http://dx.doi.org/10.1038/s41598-020-61450-z |