4,151 research outputs found
Signatures of Dark Matter in Cosmic-Ray Observations
I provide a short review of the current status of indirect dark matter
searches with gamma rays, charged cosmic rays and neutrinos. For each case I
will focus on various excesses reported in the literature which have been
interpreted as possible hints of dark matter, and I will use them as examples
to discuss theoretical aspects and analysis methodologies.Comment: 8 pages, 2 figures, contribution to the proceedings of the 16th TAUP
conference, Sept. 9-13 2019, Toyama, Japa
Image-based deep learning for classification of noise transients in gravitational wave detectors
The detection of gravitational waves has inaugurated the era of gravitational
astronomy and opened new avenues for the multimessenger study of cosmic
sources. Thanks to their sensitivity, the Advanced LIGO and Advanced Virgo
interferometers will probe a much larger volume of space and expand the
capability of discovering new gravitational wave emitters. The characterization
of these detectors is a primary task in order to recognize the main sources of
noise and optimize the sensitivity of interferometers. Glitches are transient
noise events that can impact the data quality of the interferometers and their
classification is an important task for detector characterization. Deep
learning techniques are a promising tool for the recognition and classification
of glitches. We present a classification pipeline that exploits convolutional
neural networks to classify glitches starting from their time-frequency
evolution represented as images. We evaluated the classification accuracy on
simulated glitches, showing that the proposed algorithm can automatically
classify glitches on very fast timescales and with high accuracy, thus
providing a promising tool for online detector characterization.Comment: 25 pages, 8 figures, accepted for publication in Classical and
Quantum Gravit
Curvature-induced Rashba spin-orbit interaction in strain-driven nanostructures
We derive the effective dimensionally reduced Schr\"odinger equation with
spin-orbit interaction in low-dimensional electronic strain driven
nanostructures. A method of adiabatic separation among fast normal quantum
degrees of freedom and slow tangential quantum degrees of freedom is used to
show the emergence of a strain-induced Rashba-like spin-orbit interaction
(SOI). By applying this analysis to one-dimensional curved quantum wires we
demonstrate that the curvature-induced Rashba SOI leads to enhanced spin-orbit
effects.Comment: 5 pages, 3 figures, to be published in SPIN (World Scientific) as
Topical Issue on Functional Nanomembrane
Joint anisotropy and source count constraints on the contribution of blazars to the diffuse gamma-ray background
We place new constraints on the contribution of blazars to the large-scale
isotropic gamma-ray background (IGRB) by jointly analyzing the measured source
count distribution (logN-logS) of blazars and the measured intensity and
anisotropy of the IGRB. We find that these measurements point to a consistent
scenario in which unresolved blazars make less than 20% of the IGRB intensity
at 1-10 GeV while accounting for the majority of the measured anisotropy in
that energy band. These results indicate that the remaining fraction of the
IGRB intensity is made by a component with a low level of intrinsic anisotropy.
We determine upper limits on the anisotropy from non-blazar sources, adopting
the best-fit parameters of the measured source count distribution to calculate
the unresolved blazar anisotropy. In addition, we show that the anisotropy
measurement excludes some recently proposed models of the unresolved blazar
population.Comment: 7 pages, 4 figures. v2: new section (Sec.III) and 2 figures added.
Expanded discussions in the other sections. Results and conclusions
unchanged. New Section III is also a reply to the comment of Harding &
Abazajian arXiv:1204.3870 on this wor
Magnetic-Field-Induced Topological Reorganization of a P-wave Superconductor
In this work we illustrate the detrimental impact of the Cooper pair's
spin-structure on the thermodynamic and topological properties of a
spin-triplet superconductor in an applied Zeeman field. We particularly focus
on the paradigmatic one-dimensional case (Kitaev chain) for which we
self-consistently retrieve the energetically preferred Cooper pair spin-state
in terms of the corresponding spin d-vector. The latter undergoes a substantial
angular and amplitude reorganization upon the variation of the strength and the
orientation of the field and results to a modification of the bulk topological
phase diagram. Markedly, when addressing the open chain we find that the
orientation of the d-vector varies spatially near the boundary, affecting in
this manner the appearance of Majorana fermions at the edge or even altering
the properties of the bulk region. Our analysis reveals the limitations and
breakdown of the bulk-boundary correspondence in interacting topological
systems.Comment: 5 pages, 3 panels of figures; Minor corrections in the new version,
which will appear in Phys. Rev. B as a Rapid Communicatio
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