Machine Learning Applications To Turbulence

By using a fully convolutional neural network, accurate predictions are made of turbulent flows in an open channel. The flow fields were predicted at two different heights y+ = 15,50 in the wall-normal direction. The effect of different input parameters of the neural network have been studied by gen...

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Bibliographic Details
Main Authors: Näreaho, Mathias, Lundvall, Linus
Format: Others
Language:English
Published: KTH, Skolan för teknikvetenskap (SCI) 2020
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-275742