Deep Learning models for turbulent shear flow

Deep neural networks trained with spatio-temporal evolution of a dynamical system may be regarded as an empirical alternative to conventional models using differential equations. In this thesis, such deep learning models are constructed for the problem of turbulent shear flow. However, as a first st...

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Bibliographic Details
Main Author: Alathur Srinivasan, Prem Anand
Format: Others
Language:English
Published: KTH, Numerisk analys, NA 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-229416