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physics.flu-dyn2019
Transitions between turbulent states in a two-dimensional shear flow
Vassilios Dallas, Kannabiran Seshasayanan, Stephan Fauve
We study the bifurcations of the large scale jets in the turbulent regime of a forced shear flow using direct numerical simulations of the Navier-Stokes equations. The bifurcations…
eess.SP2019★ 79 cited
Classification of chaotic time series with deep learning
Nicolas Boullé, Vassilios Dallas, Yuji Nakatsukasa +1
We use standard deep neural networks to classify univariate time series generated by discrete and continuous dynamical systems based on their chaotic or non-chaotic behaviour. Our…