CRM: Centro De Giorgi
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DINAMICI VI - the sixth workshop of the Italian dynamicists

Data-based methods for the revelation of dominant dynamical structures

speaker: Peter Koltai (Freie Universität Berlin)

abstract: Our aim is to uncover specific structures that in some sense are dominating the behavior of complex and possibly high-dimensional dynamical systems — doing this from a finite set of full or partial observations of the system’s trajectories. We shall start with manifold-learning aided transition matrix analysis of Rayleigh-Bénard convection experiment, then discuss how coherent sets and associated „mixing coordinates“ can be revealed in non-autonomous flows, and finally propose a concept of measuring farness of trajectories with respect to dynamical mixing.


timetable:
Fri 7 Jun, 12:00 - 12:45, Aula Dini
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