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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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Bibliografiske detaljer
Udgivet i:High Performance Computing
Main Authors: Rüttgers, Mario, Koh, Seong-Ryong, Jitsev, Jenia, Schröder, Wolfgang, Lintermann, Andreas
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang: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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