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Multi-network collaborative lift-drag ratio prediction and airfoil optimization based on residual network and generative adversarial network
As compared with the computational fluid dynamics(CFD), the airfoil optimization based on deep learning significantly reduces the computational cost. In the airfoil optimization based on deep learning, due to the uncertainty in the neural network, the optimization results deviate from the true value...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9486308/ https://www.ncbi.nlm.nih.gov/pubmed/36147536 http://dx.doi.org/10.3389/fbioe.2022.927064 |