Learning Reduced Order Dynamics via Geometric Representations
Imran Nasim, Melanie Weber
SCML 2024
Recently introduced conservation laws for volume expansion rates are used as a tool to investigate changes in the geometric and dynamical structure of strange attractors occurring, e.g., upon variation of a parameter. The appearance of edges in the Renyi dimension functionDqand metric entropy q is an indication of such transitions. A way to classify them by introducing two new indices jq and q+ is discussed. Moreover, these critical points can be analyzed in terms of phase transitions, in the framework of the thermodynamic formalism for dynamical systems. © IOP Publishing Ltd.
Imran Nasim, Melanie Weber
SCML 2024
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