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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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Detalhes bibliográficos
Publicado no:High Performance Computing
Main Authors: Rüttgers, Mario, Koh, Seong-Ryong, Jitsev, Jenia, Schröder, Wolfgang, Lintermann, Andreas
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7571544/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59851-8_6
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