Learning Reduced Order Dynamics via Geometric Representations
Imran Nasim, Melanie Weber
SCML 2024
We review the evidence that the order-chaos transition of two ions in a Paul trap near the edge of the stability region is due to boundary crisis. A crucial element is that the transition is from stationary to transient chaos. Near the crisis the average lifetime T of chaotic transients scales with the dimensionless trap voltage q as T(q)∝(qc-q)-γ. The unstable, periodic orbits fundamental to a heteroclinic boundary crisis are identified and the intersection of their invariant manifolds in the four-dimensional phase space is located, yielding a prediction for qc, the transition point between transient and stationary chaos, that agrees well with experiment. This provides a theoretical understanding of an order-chaos transition which previously has been a subject of controversy. With one additional assumption, the critical exponent γ can be calculated as well, yielding a completely deterministic description of the transient lifetime near criticality. © 1995 IOP Publishing Ltd.
Imran Nasim, Melanie Weber
SCML 2024
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Physica B: Physics of Condensed Matter
J.C. Marinace
JES
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INFORMS 2021