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CNN-based flow field prediction for bus aerodynamics analysis

The aim of this article is to evaluate the ability of a convolutional neural network (CNN) to predict velocity and pressure aerodynamic fields in heavy vehicles. For training and testing the developed CNN, various CFD simulations of three different vehicle geometries have been conducted, considering...

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Detalles Bibliográficos
Autores principales: Garcia-Fernandez, Roberto, Portal-Porras, Koldo, Irigaray, Oscar, Ansa, Zugatz, Fernandez-Gamiz, Unai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692175/
https://www.ncbi.nlm.nih.gov/pubmed/38040782
http://dx.doi.org/10.1038/s41598-023-48419-4

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