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Parabolic Anderson Model on R^2
For my thesis project we have been studying the analysis of the parabolic Anderson model
in 2 spatial dimensions on the whole plane, performed by Hairer and Labbe in early 2015.
This problem is a nice example as it requires renormalization to control the singularities
and weighted spaces to control the divergence at infinity. After adding the necessary
logarithmic counter term and posing the problem in the correct space we are then able to
prove existence and uniqueness of the solution. Our main contribution is to offer a more
explicit account than was previously available, and to correct some typos in the original
work. This work is of importance because the parabolic Anderson model, which models a
random walk driven by a random potential, can be used to study several topics such as
spectral theory and some variational problems. Moreover, this analysis is of interest
because it presents a particularly clean example, in that there is no need for any
complicated (though more general) renormalization procedures. Rather, we use a trick
from the analysis of smooth partial differential equations to identify the diverging terms and
then add an appropriate counter term.Mathematic
Velocity correlations and the structure of nonequilibrium hard core fluids
A model for the pair distribution function of nonequilibrium hard-core fluids
is proposed based on a model for the effect of velocity correlations on the
structure. Good agreement is found with molecular dynamics simulations of
granular fluids and of sheared elastic hard spheres. It is argued that the
incorporation of velocity correlations are crucial to correctly modeling atomic
scale structure in nonequilibrium fluids.Comment: Final corrections after referees' reports. To appear in PR
Atomic-scale structure of hard-core fluids under shear flow
The effect of velocity correlations on the equal-time density autocorrelation
function, e.g. the pair distribution function or pdf, of a hard-sphere fluid
undergoing shear flow is investigated. The pdf at contact is calculated within
the Enskog approximation and is shown to be in good agreement with molecular
dynamics simulations for shear rates below the shear-induced ordering
transition. These calculations are used to construct a nonequilibrium
generalised mean spherical approximation for the pdf at finite separations
which is also found to agree well with the simulation data.Comment: 35 pages, 13 figures. To be submitted to PRE. Replacement: More data
added to fig 8 and minor improvements to the tex
Properties of non-FCC hard-sphere solids predicted by density functional theory
The free energies of the FCC, BCC, HCP and Simple Cubic phases for hard
spheres are calculated as a function of density using the Fundamental Measure
Theory models of Rosenfeld et al (PRE 55, 4245 (1997)), Tarazona (PRL 84, 694
(2001)) and Roth et al (J. Phys.: Cond. Matt. 14, 12063 (2002)) in the Gaussian
approximation. For the FCC phase, the present work confirms the vanishing of
the Lindemann parameter (i.e. vanishing of the width of the Gaussians) near
close packing for all three models and the results for the HCP phase are nearly
identical. For the BCC phase and for packing fractions above ,
all three theories show multiple solid structures differing in the widths of
the Gaussians. In all three cases, one of these structures shows the expected
vanishing of the Lindemann parameter at close packing, but this physical
structure is only thermodynamically favored over the unphysical structures in
the Tarazona theory and even then, some unphysical behavior persists at lower
densities. The simple cubic phase is stabilized in the model of Rosenfeld et
al. for a range of densities and in the Tarazona model only very near
close-packing
Systematically extending classical nucleation theory
The foundation for any discussion of first-order phse transitions is
Classical Nucleation Theory(CNT). CNT, developed in the first half of the
twentieth century, is based on a number of heuristically plausible assumtptions
and the majority of theoretical work on nucleation is devoted to refining or
extending these ideas. Ideally, one would like to derive CNT from a more
fundamental description of nucleation so that its extension, development and
refinement could be developed systematically. In this paper, such a development
is described based on a previously established (Lutsko, JCP 136:034509, 2012 )
connection between Classical Nucleation Theory and fluctuating hydrodynamics.
Here, this connection is described without the need for artificial assumtions
such as spherical symmetry. The results are illustrated by application to CNT
with moving clusters (a long-standing problem in the literature) and the
constructrion of CNT for ellipsoidal clusters
A microscopic approach to nonlinear Reaction-Diffusion: the case of morphogen gradient formation
We develop a microscopic theory for reaction-difusion (R-D) processes based
on a generalization of Einstein's master equation with a reactive term and we
show how the mean field formulation leads to a generalized R-D equation with
non-classical solutions. For the -th order annihilation reaction
, we obtain a nonlinear reaction-diffusion equation
for which we discuss scaling and non-scaling formulations. We find steady
states with either solutions exhibiting long range power law behavior (for
) showing the relative dominance of sub-diffusion over reaction
effects in constrained systems, or conversely solutions (for )
with finite support of the concentration distribution describing situations
where diffusion is slow and extinction is fast. Theoretical results are
compared with experimental data for morphogen gradient formation.Comment: Article, 10 pages, 5 figure
Solvent-mediated interactions between nanostructures: from water to Lennard-Jones liquid
Solvent-mediated interactions emerge from complex mechanisms that depend on
the solute structure, its wetting properties and the nature of the liquid.
While numerous studies have focused on the two first influences, here, we
compare results from water and Lennard-Jones liquid in order to reveal to what
extent solvent-mediated interactions are universal with respect to the nature
of the liquid. Besides the influence of the liquid, results were obtained with
classical density functional theory and brute-force molecular dynamics
simulations which allows us to contrast these two numerical techniques
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