2,931 research outputs found
Trans-Planckian Dark Energy?
It has recently been proposed by Mersini et al. 01, Bastero-Gil and Mersini
02 that the dark energy could be attributed to the cosmological properties of a
scalar field with a non-standard dispersion relation that decreases
exponentially at wave-numbers larger than Planck scale (k_phys > M_Planck). In
this scenario, the energy density stored in the modes of trans-Planckian
wave-numbers but sub-Hubble frequencies produced by amplification of the vacuum
quantum fluctuations would account naturally for the dark energy. The present
article examines this model in detail and shows step by step that it does not
work. In particular, we show that this model cannot make definite predictions
since there is no well-defined vacuum state in the region of wave-numbers
considered, hence the initial data cannot be specified unambiguously. We also
show that for most choices of initial data this scenario implies the production
of a large amount of energy density (of order M_Planck^4) for modes with
momenta of order M_Planck, far in excess of the background energy density. We
evaluate the amount of fine-tuning in the initial data necessary to avoid this
back-reaction problem and find it is of order H/M_Planck. We also argue that
the equation of state of the trans-Planckian modes is not vacuum-like.
Therefore this model does not provide a suitable explanation for the dark
energy.Comment: RevTeX - 15 pages, 7 figures: final version to appear in PRD, minor
changes, 1 figure adde
WMAP data and the curvature of space
Inter alia, the high precision WMAP data on Cosmic Microwave Background
Radiation marginally indicate that the universe has positively curved (and
hence spherical) spatial sections. In this paper, we take this data seriously
and consider some of the consequences for the background dynamics. In
particular, we show that this implies a limit to the number of e-foldings that
could have taken place in the inflationary epoch; however this limit is
consistent with some inflationary models that solve all the usual cosmological
problems and are consistent with standard structure formation theory.Comment: 4 pages, 2 figure
Bogoliubov modes of a dipolar condensate in a cylindrical trap
The calculation of properties of Bose-Einstein condensates with dipolar
interactions has proven a computationally intensive problem due to the long
range nature of the interactions, limiting the scope of applications. In
particular, the lowest lying Bogoliubov excitations in three dimensional
harmonic trap with cylindrical symmetry were so far computed in an indirect
way, by Fourier analysis of time dependent perturbations, or by approximate
variational methods. We have developed a very fast and accurate numerical
algorithm based on the Hankel transform for calculating properties of dipolar
Bose-Einstein condensates in cylindrically symmetric traps. As an application,
we are able to compute many excitation modes by directly solving the
Bogoliubov-De Gennes equations. We explore the behavior of the excited modes in
different trap geometries. We use these results to calculate the quantum
depletion of the condensate by a combination of a computation of the exact
modes and the use of a local density approximation
Scheduling optimization of parallel linear algebra algorithms using Supervised Learning
Linear algebra algorithms are used widely in a variety of domains, e.g
machine learning, numerical physics and video games graphics. For all these
applications, loop-level parallelism is required to achieve high performance.
However, finding the optimal way to schedule the workload between threads is a
non-trivial problem because it depends on the structure of the algorithm being
parallelized and the hardware the executable is run on. In the realm of
Asynchronous Many Task runtime systems, a key aspect of the scheduling problem
is predicting the proper chunk-size, where the chunk-size is defined as the
number of iterations of a for-loop assigned to a thread as one task. In this
paper, we study the applications of supervised learning models to predict the
chunk-size which yields maximum performance on multiple parallel linear algebra
operations using the HPX backend of Blaze's linear algebra library. More
precisely, we generate our training and tests sets by measuring performance of
the application with different chunk-sizes for multiple linear algebra
operations; vector-addition, matrix-vector-multiplication, matrix-matrix
addition and matrix-matrix-multiplication. We compare the use of logistic
regression, neural networks and decision trees with a newly developed decision
tree based model in order to predict the optimal value for chunk-size. Our
results show that classical decision trees and our custom decision tree model
are able to forecast a chunk-size which results in good performance for the
linear algebra operations.Comment: Accepted at HPCML1
Utilization and transport of mannitol in Olea europaea and their implications on salt stress tolerance
Comunicação em painel no congresso "14th Congress of the Federation of European Societies of Plant Biology". August 23-27. 2004. Cracow. Poland.Fundação para a Ciência e a Tecnologia (FCT
Extra-galactic magnetic fields and the second knee in the cosmic-ray spectrum
Recent work suggests that the cosmic ray spectrum may be dominated by
Galactic sources up to ~10^{17.5} eV, and by an extra-Galactic component
beyond, provided this latter cuts off below the transition energy. Here it is
shown that this cut-off could be interpreted in this framework as a signature
of extra-galactic magnetic fields with equivalent average strength B and
coherence length l_c such that B\sqrt{l_c} ~ 2-3.10^{-10} G.Mpc^{1/2}, assuming
l_c < r_L (Larmor radius at 10^{17} eV) and continuously emitting sources with
density 10^{-5}/Mpc^3. The extra-Galactic flux is suppressed below 10^{17} eV
as the diffusive propagation time from the source to the detector becomes
larger than the age of the Universe.Comment: 6 pages, 2 figures; expanded version to appear in Phys.Rev.
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