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    Determination of chaotic behaviour in time series generated by charged particle motion around magnetized Schwarzschild black holes

    Zdeněk Stuchlík · Červen 01, 2019 · Fyzika · 0 comments
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    Publication date: Jun 2019

    Abstract:
    We study behaviour of ionized region of a Keplerian disk orbiting a
    Schwarzschild black hole immersed in an asymptotically uniform magnetic
    field. In dependence on the magnetic parameter B, and inclination angle
    θ of the disk plane with respect to the magnetic field direction, the
    charged particles of the ionized disk can enter three regimes: (1)
    regular oscillatory motion, (2) destruction due to capture by the
    magnetized black hole, (3) chaotic regime of the motion. In order to
    study transition between the regular and chaotic type of the charged
    particle motion, we generate time series of the solution of equations of
    motion under various conditions, and study them by non-linear (box
    counting, correlation dimension, Lyapunov exponent, recurrence analysis,
    machine learning) methods of chaos determination. We demonstrate that
    the machine learning method appears to be the most efficient in
    determining the chaotic region of the θ -r space. We show that the
    chaotic character of the ionized particle motion increases with the
    inclination angle. For the inclination angles θ ̃ 0 whole the ionized
    internal part of the Keplerian disk is captured by the black hole.

    Authors:
    Pánis, Radim; Kološ, Martin; Stuchlík, Zdeněk;

    https://ui.adsabs.harvard.edu/abs/2019EPJC…79..479P

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