54,394 research outputs found
The Scalability-Efficiency/Maintainability-Portability Trade-off in Simulation Software Engineering: Examples and a Preliminary Systematic Literature Review
Large-scale simulations play a central role in science and the industry.
Several challenges occur when building simulation software, because simulations
require complex software developed in a dynamic construction process. That is
why simulation software engineering (SSE) is emerging lately as a research
focus. The dichotomous trade-off between scalability and efficiency (SE) on the
one hand and maintainability and portability (MP) on the other hand is one of
the core challenges. We report on the SE/MP trade-off in the context of an
ongoing systematic literature review (SLR). After characterizing the issue of
the SE/MP trade-off using two examples from our own research, we (1) review the
33 identified articles that assess the trade-off, (2) summarize the proposed
solutions for the trade-off, and (3) discuss the findings for SSE and future
work. Overall, we see evidence for the SE/MP trade-off and first solution
approaches. However, a strong empirical foundation has yet to be established;
general quantitative metrics and methods supporting software developers in
addressing the trade-off have to be developed. We foresee considerable future
work in SSE across scientific communities.Comment: 9 pages, 2 figures. Accepted for presentation at the Fourth
International Workshop on Software Engineering for High Performance Computing
in Computational Science and Engineering (SEHPCCSE 2016
Unclassified information list, 12-16 September 1966
Book and document information list - astrophysics, atmospherics, biology, nuclear physics, missile technology, navigation, electronics, chemistry, materials, mathematics, and other topic
Characterization and correction of charge-induced pixel shifts in DECam
Interaction of charges in CCDs with the already accumulated charge
distribution causes both a flux dependence of the point-spread function (an
increase of observed size with flux, also known as the brighter/fatter effect)
and pixel-to-pixel correlations of the Poissonian noise in flat fields. We
describe these effects in the Dark Energy Camera (DECam) with charge dependent
shifts of effective pixel borders, i.e. the Antilogus et al. (2014) model,
which we fit to measurements of flat-field Poissonian noise correlations. The
latter fall off approximately as a power-law r^-2.5 with pixel separation r,
are isotropic except for an asymmetry in the direct neighbors along rows and
columns, are stable in time, and are weakly dependent on wavelength. They show
variations from chip to chip at the 20% level that correlate with the silicon
resistivity. The charge shifts predicted by the model cause biased shape
measurements, primarily due to their effect on bright stars, at levels
exceeding weak lensing science requirements. We measure the flux dependence of
star images and show that the effect can be mitigated by applying the reverse
charge shifts at the pixel level during image processing. Differences in
stellar size, however, remain significant due to residuals at larger distance
from the centroid.Comment: typo and formatting fixes, matches version published in JINS
Mixed-methods research: a new approach to evaluating the motivation and satisfaction of university students using advanced visual technologies
The final publication is available at link.springer.comA mixed-methods study evaluating the motivation and satisfaction of Architecture degree students using interactive visualization methods is presented in this paper. New technology implementations in the teaching field have been largely extended to all types of levels and educational frameworks. However, these innovations require approval validation and evaluation by the final users, the students. In this paper, the advantages and disadvantages of applying mixed evaluation technology are discussed in a case study of the use of interactive and collaborative tools for the visualization of 3D architectonical models. The main objective was to evaluate Architecture and Building Science studentsā the motivation to use and satisfaction with this type of technology and to obtain adequate feedback that allows for the optimization of this type of experiment in future iterations.Postprint (authorās final draft
A survey of partial differential equations in geometric design
YesComputer aided geometric design is an area
where the improvement of surface generation techniques
is an everlasting demand since faster and more accurate
geometric models are required. Traditional methods
for generating surfaces were initially mainly based
upon interpolation algorithms. Recently, partial differential
equations (PDE) were introduced as a valuable
tool for geometric modelling since they offer a number
of features from which these areas can benefit. This work
summarises the uses given to PDE surfaces as a surface
generation technique togethe
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