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July 7, 20260 citationsOpen Access

Infinite Dimensional Chaotic Synchronization for Randomly Coupling Systems and Dynamical Phase Transition

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KUKen Umeno

Key Points

  • This research aims to explore chaotic synchronization and dynamical phase transitions in infinite-dimensional systems with quenched disorder.
  • Developed a macroscopic renormalization group framework for analyzing infinite-dimensional networks.
  • Performed single-node deviation analysis in the thermodynamic limit and utilized complex residue calculus.
  • Derived the conditional Lyapunov exponent and identified the synchronization critical coupling threshold.
  • Established that the macroscopic synchronization threshold depends solely on the first absolute moment of coupling weights.
  • Demonstrated convergence of background fields to an invariant Cauchy distribution with a stable scale parameter.
  • Showed a transition resembling Bose-Einstein condensation, linking chaotic dynamics to a single effective orbit.

Abstract

We rigorously investigate the macroscopic dynamical phase transitions and chaotic synchroniza- tion in infinite-dimensional networks governed by generalized Boole transformations under symmet- ric structural quenched disorder. By leveraging the heavy-tailed statistics of the chaotic mappings, we establish a self-consistent macroscopic renormalization group framework and show that the back- ground fields asymptotically converge to an invariant Cauchy distribution characterized by a stable scale parameter γ∗. Through a single-node deviation analysis in the thermodynamic limit, combined with exact complex residue calculus, we analytically derive the conditional Lyapunov exponent in a parsimonious closed form: λc = 2 ln√α + p1 − α − K E [|εij |]. This enables us to establish the exact, universal synchronization critical coupling threshold: Kc = 2√α(1 − √α)/E|εij |. Crucially, our pure theory demonstrates that the macroscopic synchronization threshold is governed solely by the first absolute moment of the coupling weights, revealing a profound universality class that is fundamentally resilient against microscopic structural fluctuations. Furthermore, we show that this transition marks a coherent macroscopic condensation of infinite chaotic degrees of freedom into a single effective one-dimensional orbit, in close analogy with Bose-Einstein condensation (BEC).

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Cite This Study

Ken Umeno (2026) studied this question.

synapsesocial.com/papers/6a4c9711331bc25c9e5f4382https://doi.org/10.5281/zenodo.21204891
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