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

Summary: 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 Dyna...

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Bibliographic Details
Main Authors: Raúl Martínez-Cuenca, Jaume Luis-Gómez, Sergio Iserte, Sergio Chiva
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S258900422302374X