36 research outputs found
Quantum Vibrational Impurity Embedded in a One-dimensional Chain
We perform a fully quantum mechanical numerical calculation for the problem
of a single electron (or excitation) propagating in a N-site one-dimensional
chain in the presence of a single Holstein impurity. We compute the long-time
averaged probability for finding the electron on the impurity site as a
function of the nonlinearity parameter, defined in terms of the electron-phonon
coupling strength and the oscillator frequency. The results, in the
intermediate nonlinearity parameter range, differ substantially from the ones
obtained through the use of the discrete nonlinear Schroedinger equation, even
in the high-frequency regime.Comment: 8 pages, 4 figure
Dynamical symmetry breaking through AI: the dimer self-trapping transition
The nonlinear dimer obtained through the nonlinear Schrödinger equation has been a workhorse for the discovery the role nonlinearity plays in strongly interacting systems. While the analysis of the stationary states demonstrates the onset of a symmetry broken state for some degree of nonlinearity, the full dynamics maps the system into an effective [Formula: see text] model. In this later context, the self-trapping transition is an initial condition-dependent transfer of a classical particle over a barrier set by the nonlinear term. This transition that has been investigated analytically and mathematically is expressed through the hyperbolic limit of Jacobian elliptic functions. The aim of this work is to recapture this transition through the use of methods of Artificial Intelligence (AI). Specifically, we used a physics motivated machine learning model that is shown to be able to capture the original dynamic self-trapping transition and its dependence on initial conditions. Exploitation of this result in the case of the nondegenerate nonlinear dimer gives additional information on the more general dynamics and helps delineate linear from nonlinear localization. This work shows how AI methods may be embedded in physics and provide useful tools for discovery.Boston UniversityFirst author draf
Driven linear modes: Analytical solutions for finite discrete systems
We have obtained exact analytical expressions in closed form, for the linear
modes excited in finite and discrete systems that are driven by a spatially
homogeneous alternating field. Those modes are extended for frequencies within
the linear frequency band while they are either end-localized or end-avoided
for frequencies outside the linear frequency band. The analytical solutions are
resonant at particular frequencies, which compose the frequency dispersion
relation of the finite system.Comment: 4 pages, 3 figures, submitted to Phys. Rev.
Self-trapping transition for nonlinear impurities embedded in a Cayley tree
The self-trapping transition due to a single and a dimer nonlinear impurity
embedded in a Cayley tree is studied. In particular, the effect of a perfectly
nonlinear Cayley tree is considered. A sharp self-trapping transition is
observed in each case. It is also observed that the transition is much sharper
compared to the case of one-dimensional lattices. For each system, the critical
values of for the self-trapping transitions are found to obey a
power-law behavior as a function of the connectivity of the Cayley tree.Comment: 6 pages, 7 fig
Fractal entropy of a chain of nonlinear oscillators
We study the time evolution of a chain of nonlinear oscillators. We focus on
the fractal features of the spectral entropy and analyze its characteristic
intermediate timescales as a function of the nonlinear coupling. A Brownian
motion is recognized, with an analytic power-law dependence of its diffusion
coefficient on the coupling.Comment: 6 pages, 3 figures, revised version to appear in Phys. Rev.
Extreme events in two dimensional disordered nonlinear lattices
Spatiotemporal complexity is induced in a two dimensional nonlinear
disordered lattice through the modulational instability of an initially weakly
perturbed excitation. In the course of evolution we observe the formation of
transient as well as persistent localized structures, some of which have
extreme magnitude. We analyze the statistics of occurrence of these extreme
collective events and find that the appearance of transient extreme events is
more likely in the weakly nonlinear regime. We observe a transition in the
extreme events recurrence time probability from exponential, in the
nonlinearity dominated regime, to power law for the disordered one.Comment: 5 figures, 5 page
Asymptotic Dynamics of Breathers in Fermi-Pasta-Ulam Chains
We study the asymptotic dynamics of breathers in finite Fermi-Pasta-Ulam
chains at zero and non-zero temperatures. While such breathers are essentially
stationary and very long-lived at zero temperature, thermal fluctuations tend
to lead to breather motion and more rapid decay
Heat conduction in 1D lattices with on-site potential
The process of heat conduction in one-dimensional lattice with on-site
potential is studied by means of numerical simulation. Using discrete
Frenkel-Kontorova, --4 and sinh-Gordon we demonstrate that contrary to
previously expressed opinions the sole anharmonicity of the on-site potential
is insufficient to ensure the normal heat conductivity in these systems. The
character of the heat conduction is determined by the spectrum of nonlinear
excitations peculiar for every given model and therefore depends on the
concrete potential shape and temperature of the lattice. The reason is that the
peculiarities of the nonlinear excitations and their interactions prescribe the
energy scattering mechanism in each model. For models sin-Gordon and --4
phonons are scattered at thermalized lattice of topological solitons; for
sinh-Gordon and --4 - models the phonons are scattered at localized
high-frequency breathers (in the case of --4 the scattering mechanism
switches with the growth of the temperature).Comment: 26 pages, 18 figure
Resonance Effects in the Nonadiabatic Nonlinear Quantum Dimer
The quantum nonlinear dimer consisting of an electron shuttling between the
two sites and in weak interaction with vibrations, is studied numerically under
the application of a DC electric field. A field-induced resonance phenomenon
between the vibrations and the electronic oscillations is found to influence
the electronic transport greatly. For initially delocalization of the electron,
the resonance has the effect of a dramatic increase in the transport. Nonlinear
frequency mixing is identified as the main mechanism that influences transport.
A characterization of the frequency spectrum is also presented.Comment: 7 pages, 6 figure
Energy funneling in a bent chain of Morse oscillators with long-range coupling
A bent chain of coupled Morse oscillators with long-range dispersive
interaction is considered. Moving localized excitations may be trapped in the
bending region. Thus chain geometry acts like an impurity. An energy funneling
effect is observed in the case of random initial conditions.Comment: 6 pages, 12 figures. Submitted to Physical Review E, Oct. 13, 200