14,275 research outputs found
Dark photon searches with atomic transitions
Dark matter could be made up of dark photons, massive but very light
particles whose interactions with matter resemble those of usual photons but
suppressed by a small mixing parameter. We analyze the main approaches to dark
photon interactions and how they can be applied to direct detection experiments
which test different ranges of masses and mixings. A new experiment based on
counting dark photons from induced atomic transitions in a target material is
proposed. This approach appears to be particularly appropriate for dark photon
detection in the meV mass range, extending the constraints in the mixing
parameter by up to eight orders of magnitude with respect to previous
experiments.Comment: 16 pages, 3 figure
Automated Particle Identification through Regression Analysis of Size, Shape and Colour
Rapid point of care diagnostic tests and tests to provide therapeutic information are now available for a
range of specific conditions from the measurement of blood glucose levels for diabetes to card agglutination tests for
parasitic infections. Due to a lack of specificity these test are often then backed up by more conventional lab based
diagnostic methods for example a card agglutination test may be carried out for a suspected parasitic infection in the
field and if positive a blood sample can then be sent to a lab for confirmation. The eventual diagnosis is often achieved
by microscopic examination of the sample. In this paper we propose a computerized vision system for aiding in the
diagnostic process; this system used a novel particle recognition algorithm to improve specificity and speed during
the diagnostic process. We will show the detection and classification of different types of cells in a diluted blood
sample using regression analysis of their size, shape and colour. The first step is to define the objects to be tracked by
a Gaussian Mixture Model for background subtraction and binary opening and closing for noise suppression. After
subtracting the objects of interest from the background the next challenge is to predict if a given object belongs to a
certain category or not. This is a classification problem, and the output of the algorithm is a Boolean value (true/false).
As such the computer program should be able to ”predict” with reasonable level of confidence if a given particle
belongs to the kind we are looking for or not. We show the use of a binary logistic regression analysis with three
continuous predictors: size, shape and color histogram. The results suggest this variables could be very useful in a
logistic regression equation as they proved to have a relatively high predictive value on their own
Modelling the Product Development performance of Colombian Companies
Organised by: Cranfield UniversityThis paper presents the general model of the Product Development Process (PDP) in the Metal mechanics
Industry in Barranquilla-Colombia, since this sector contributes significantly to the productivity of this
industrial city. This case study counted on a five-company sample. The main goal was to model the current
conditions of the PDP according to the Concurrent Engineering philosophy. The companies were selected
according to their productive profile, in order to contrast differences regarding the structure of their
productive processes, conformation of multidisciplinary teams, integration of different areas, customers and
suppliers to the PDP; human resources, information, technology and marketing constraints.Mori Seiki – The Machine Tool Compan
The classical double copy for Taub-NUT spacetime
The double copy is a much-studied relationship between gauge theory and
gravity amplitudes. Recently, this was generalised to an infinite family of
classical solutions to Einstein's equations, namely stationary Kerr-Schild
geometries. In this paper, we extend this to the Taub-NUT solution in gravity,
which has a double Kerr-Schild form. The single copy of this solution is a
dyon, whose electric and magnetic charges are related to the mass and NUT
charge in the gravity theory. Finally, we find hints that the classical double
copy extends to curved background geometries.Comment: 13 pages, no figures. Minor edits to match journal versio
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