LAUSR

Machine Learning the Tangent Space of Dynamical Instabilities from Data

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1 Published in 2019 at "Chaos"

DOI: 10.1063/1.5120830

Abstract: For a large class of dynamical systems, the optimally time-dependent (OTD) modes, a set of deformable orthonormal tangent vectors that track directions of instabilities along any trajectory, are known to depend "pointwise" on the state… read more here.

Keywords: machine learning; space; learning tangent; dynamical instabilities ... See more keywords