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Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning

Using traditional computational fluid dynamics and aeroacoustics methods, the accurate simulation of aeroacoustic sources requires high compute resources to resolve all necessary physical phenomena. In contrast, once trained, artificial neural networks such as deep encoder-decoder convolutional netw...

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Detalles Bibliográficos
Autores principales: Rüttgers, Mario, Koh, Seong-Ryong, Jitsev, Jenia, Schröder, Wolfgang, Lintermann, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571544/
http://dx.doi.org/10.1007/978-3-030-59851-8_6