Showing 1 - 1 of 1 UKAEA Paper Results
2019
UKAEA-CCFE-PR(19)66
N. Boulle V. Dallas Y. Nakatsukasa D. Samaddar
We use deep neural networks to classify time series generated by discrete and continuous dynamical systems based on their chaotic behavior. Our approach to circumvent the lack of precise models for some of the most challenging real-life applications is to train different neural networks on a data set from a dynamical system with a basic or low-dime…
Preprint Published