58 research outputs found
Explosive condensation in a mass transport model
We study a far-from-equilibrium system of interacting particles, hopping
between sites of a 1d lattice with a rate which increases with the number of
particles at interacting sites. We find that clusters of particles, which
initially spontaneously form in the system, begin to move at increasing speed
as they gain particles. Ultimately, they produce a moving condensate which
comprises a finite fraction of the mass in the system. We show that, in
contrast with previously studied models of condensation, the relaxation time to
steady state decreases as an inverse power of ln L with system size L and that
condensation is instantenous for L-->infinity.Comment: 5 pages, 5 figures, minor changes, references adde
Totally asymmetric exclusion process with site-wise dynamic disorder
We propose an extension of the totally asymmetric simple exclusion process
(TASEP) in which particles hopping along a lattice can be blocked by obstacles
that dynamically attach/detach from lattice sites. The model can be thought as
TASEP with site-wise dynamic disorder. We consider two versions of defect
dynamics: (i) defects can bind to any site, irrespective of particle
occupation, (ii) defects only bind to sites which are not occupied by particles
(particle-obstacle exclusion). In case (i) there is a symmetric, parabolic-like
relationship between the current and particle density, as in the standard
TASEP. Case (ii) leads to a skewed relationship for slow defect dynamics. We
also show that the presence of defects induces particle clustering, despite the
translation invariance of the system. For open boundaries the same three phases
as for the standard TASEP are observed, albeit the position of phase boundaries
is affected by the presence of obstacles. We develop a simple mean-field theory
that captures the model's quantitative behaviour for periodic and open boundary
conditions and yields good estimates for the current-density relationship, mean
cluster sizes and phase boundaries. Lastly, we discuss an application of the
model to the biological process of gene transcription.Comment: submitted to J. Phys.
Current-density relation in the exclusion process with dynamic obstacles
We investigate the totally asymmetric simple exclusion process (TASEP) in the
presence of obstacles that dynamically bind and unbind from the lattice. The
model is motivated by biological processes such as transcription in the
presence of DNA-binding proteins. Similar models have been studied before using
the mean-field approximation, but the exact relation between the particle
current and density remains elusive. Here, we first show using extensive Monte
Carlo simulations that the current-density relation in this model assumes a
quasi-parabolic form similar to that of the ordinary TASEP without obstacles.
We then attempt to explain this relation using exact calculations in the limit
of low and high density of particles. Our results suggest that the symmetric,
quasi-parabolic current-density relation arises through a non-trivial
cancellation of higher-order terms, similarly as in the standard TASEP.Comment: 12 pages, 6 figure
A simple non-equilibrium, statistical-physics toy model of thin-film growth
We present a simple non-equilibrium model of mass condensation with
Lennard-Jones interactions between particles and the substrate. We show that
when some number of particles is deposited onto the surface and the system is
left to equilibrate, particles condense into an island if the density of
particles becomes higher than some critical density. We illustrate this with
numerically obtained phase diagrams for three-dimensional systems. We also
solve a two-dimensional counterpart of this model analytically and show that
not only the phase diagram but also the shape of the cross-sections of
three-dimensional condensates qualitatively matches the two-dimensional
predictions. Lastly, we show that when particles are being deposited with a
constant rate, the system has two phases: a single condensate for low
deposition rates, and multiple condensates for fast deposition. The behaviour
of our model is thus similar to that of thin film growth processes, and in
particular to Stranski-Krastanov growth.Comment: 26 pages, 16 figure
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