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    Effective synchronization amid noise-induced chaos

    Benjamin Sorkin*

    Thomas A. Witten†

    • Department of Physics and James Franck Institute, The University of Chicago, Chicago, Illinois 60637, USA

    • *Contact author: bs4171@princeton.edu
    • †Contact author: t-witten@uchicago.edu

    Phys. Rev. E 113, 054215 – Published 19 May, 2026

    DOI: https://doi.org/10.1103/rqgs-99d9

    Abstract

    Two remote agents with synchronized clocks may use them to act in concert and communicate. This necessitates some means of creating and maintaining synchrony. One method, not requiring any direct interaction between the agents, is to expose them to a common, environmental, stochastic forcing. This “noise-induced synchronization” occurs only under sufficiently mild forcing; stronger forcing disrupts synchronization. We investigate the regime of strong noise, where the clocks' relative phases evolve chaotically. Using a simple realization of disruptive noise, we demonstrate effective synchronization. First, although the relative phases of the two clocks varied erratically, we confirm that they became statistically independent of initial conditions and hence equivalent after a well-defined timescale. Second, we show that an agent can estimate an effective phase that closely agrees with the other's phase. Thus, synchronization is practically attainable beyond the regime of conventional noise-induced synchronization.

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