Stretching-Based Diagnostics in a Differential Geometry Setting

Johannes Poppe; Dirk Lebiedz

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arXiv · 1905.02311

Stretching-Based Diagnostics in a Differential Geometry Setting

Johannes Poppe·Dirk Lebiedz

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Abstract

The identification of slow invariant manifolds (SIMs) is an essential part in model-order reduction for reactive systems. The mathematical definition of the SIM by Fenichel can be considered unsatisfactory, because it is only applicable to so-called slow-fast system and does not provide the uniqueness of the SIM. Observing the phase space of the dynamical system (not necessarily a slow-fast system), the SIM becomes a geometric object which attracts trajectories, resulting in a bundling behavior. We aim to find a more general definition of the SIM, guided by the prior observations in phase space within the field of differential geometry. This setting provides one major benefit: All quantities are formulated covariantly, i.e. they are independent of the coordinate choice. A recent work by Heiter and Lebiedz \cite{heiter} translates the invariance property to vanishing sectional curvatures in the extended phase space.

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Johannes Poppe, Dirk Lebiedz. 2019-05-06. Stretching-Based Diagnostics in a Differential Geometry Setting. https://arxiv.org/abs/1905.02311

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