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On the use of deep learning and computational fluid dynamics for the estimation of uniform momentum source components of propellers

This article proposes a novel method based on Deep Learning for the resolution of uniform momentum source terms in the Reynolds-Averaged Navier-Stokes equations. These source terms can represent several industrial devices (propellers, wind turbines, and so forth) in Computational Fluid Dynamics simu...

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Detalles Bibliográficos
Autores principales: Martínez-Cuenca, Raúl, Luis-Gómez, Jaume, Iserte, Sergio, Chiva, Sergio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663753/
https://www.ncbi.nlm.nih.gov/pubmed/38025792
http://dx.doi.org/10.1016/j.isci.2023.108297