12,125 research outputs found
Quantum anomaly of the transverse Ward-Takahashi relation for the axial-vector vertex
We study the possible quantum anomaly for the transverse Ward-Takahashi
relations in four dimensional gauge theories based on the method of computing
the axial-vector and the vector current operator equations. In addition to the
well-known anomalous axial-vector divergence equation (the Adler-Bell-Jackiw
anomaly), we find the anomalous axial-vector curl equation, which leads to the
quantum anomaly of the transverse Ward-Takahashi relation for the axial-vector
vertex. The computation shows that there is no anomaly for the transverse
Ward-Takahashi relation for the vector vertex.Comment: 6 pages, LaTe
Feature-Fused SSD: Fast Detection for Small Objects
Small objects detection is a challenging task in computer vision due to its
limited resolution and information. In order to solve this problem, the
majority of existing methods sacrifice speed for improvement in accuracy. In
this paper, we aim to detect small objects at a fast speed, using the best
object detector Single Shot Multibox Detector (SSD) with respect to
accuracy-vs-speed trade-off as base architecture. We propose a multi-level
feature fusion method for introducing contextual information in SSD, in order
to improve the accuracy for small objects. In detailed fusion operation, we
design two feature fusion modules, concatenation module and element-sum module,
different in the way of adding contextual information. Experimental results
show that these two fusion modules obtain higher mAP on PASCALVOC2007 than
baseline SSD by 1.6 and 1.7 points respectively, especially with 2-3 points
improvement on some smallobjects categories. The testing speed of them is 43
and 40 FPS respectively, superior to the state of the art Deconvolutional
single shot detector (DSSD) by 29.4 and 26.4 FPS. Code is available at
https://github.com/wnzhyee/Feature-Fused-SSD. Keywords: small object detection,
feature fusion, real-time, single shot multi-box detectorComment: Artificial Intelligence;8 pages,8 figure
Checking the transverse Ward-Takahashi relation at one loop order in 4-dimensions
Some time ago Takahashi derived so called {\it transverse} relations relating
Green's functions of different orders to complement the well-known
Ward-Green-Takahashi identities of gauge theories by considering wedge rather
than inner products. These transverse relations have the potential to determine
the full fermion-boson vertex in terms of the renormalization functions of the
fermion propagator. He & Yu have given an indicative proof at one-loop level in
4-dimensions. However, their construct involves the 4th rank Levi-Civita tensor
defined only unambiguously in 4-dimensions exactly where the loop integrals
diverge. Consequently, here we explicitly check the proposed transverse
Ward-Takahashi relation holds at one loop order in -dimensions, with
.Comment: 20 pages, 3 figures This version corrects and clarifies the previous
result. This version has been submitted for publicatio
Muon Acceleration in Cosmic-ray Sources
Many models of ultra-high energy cosmic-ray production involve acceleration
in linear accelerators located in Gamma-Ray Bursts magnetars, or other sources.
These source models require very high accelerating gradients, keV/cm,
with the minimum gradient set by the length of the source. At gradients above
1.6 keV/cm, muons produced by hadronic interactions undergo significant
acceleration before they decay. This acceleration hardens the neutrino energy
spectrum and greatly increases the high-energy neutrino flux. We rule out many
models of linear acceleration, setting strong constraints on plasma wakefield
accelerators and on models for sources like Gamma Ray Bursts and magnetars.Comment: 5 pgs. submitted for publicatio
A Note on Transverse Axial Vector and Vector Anomalies in U(1) Gauge Theories
The transverse axial vector and vector anomalies in four-dimensional U(1)
gauge theories studied in [10] is reexamined by means of perturbative methods.
The absence of transverse anomalies for both axial vector and vector current is
verified. We also show that the Pauli-Villars regularization and dimensional
regularization give the same result on the transverse anomaly of both axial
vector and vector current.Comment: Revtex4, 8 pages, two figures. Largely revised, using the
Pauli-Villars regularization instead of dimensional regularization in the
main proof. Final form to be published in Physics Letters
Unified criteria for multipartite quantum nonlocality
Wiseman and co-workers (Phys. Rev. Lett. 98, 140402, 2007) proposed a
distinction between the nonlocality classes of Bell's nonlocality, steering and
entanglement based on whether or not an overseer trusts each party in a
bipartite scenario where they are asked to demonstrate entanglement. Here we
extend that concept to the multipartite case and derive inequalities that
progressively test for those classes of nonlocality, with different thresholds
for each level. This framework includes the three classes of nonlocality above
in special cases and introduces a family of others.Comment: V2: corrected image display; V3: substantial changes including new
proofs, arguments, and result
Highly porous mullite ceramics from engineered alkali activated suspensions
Air may be easily incorporated by vigorous mechanical stirring, with the help of surfactants, of activated geopolymer-yielding suspensions. The cellular structure is stabilized by the viscosity increase caused by curing reactions, configuring an inorganic gel casting. The present paper is aimed at extending this approach to mullite foams, obtained by the thermal treatment of engineered alkali activated suspensions. Green foams were first obtained by gel casting of a suspension for Na-geopolymer enriched with reactive -Al2O3 powders. Sodium was later extracted by ionic exchange with ammonium salts. In particular, the removal of Na+ ions was achieved by immersion in ammonium nitrate solution overnight, with retention of the cellular structure. Finally, the ion-exchanged foams were successfully converted into pure mullite foams by application of a firing treatment at 1300 degrees C, for 1hour. Preliminary results concerning the extension of the concept to mullite three-dimensional scaffolds are presented as well
Dynamical preparation of EPR entanglement in two-well Bose-Einstein condensates
We propose to generate Einstein-Podolsky-Rosen (EPR) entanglement between
groups of atoms in a two-well Bose-Einstein condensate using a dynamical
process similar to that employed in quantum optics. The local nonlinear S-wave
scattering interaction has the effect of creating a spin squeezing at each
well, while the tunneling, analogous to a beam splitter in optics, introduces
an interference between these fields that results in an inter-well
entanglement. We consider two internal modes at each well, so that the
entanglement can be detected by measuring a reduction in the variances of the
sums of local Schwinger spin observables. As is typical of continuous variable
(CV) entanglement, the entanglement is predicted to increase with atom number,
and becomes sufficiently strong at higher numbers of atoms that the EPR paradox
and steering non-locality can be realized. The entanglement is predicted using
an analytical approach and, for larger atom numbers, stochastic simulations
based on truncated Wigner function. We find generally that strong tunnelling is
favourable, and that entanglement persists and is even enhanced in the presence
of realistic nonlinear losses.Comment: 15 pages, 19 figure
Bell inequalities for Continuous-Variable Measurements
Tests of local hidden variable theories using measurements with continuous
variable (CV) outcomes are developed, and a comparison of different methods is
presented. As examples, we focus on multipartite entangled GHZ and cluster
states. We suggest a physical process that produces the states proposed here,
and investigate experiments both with and without binning of the continuous
variable. In the former case, the Mermin-Klyshko inequalities can be used
directly. For unbinned outcomes, the moment-based CFRD inequalities are
extended to functional inequalities by considering arbitrary functions of the
measurements at each site. By optimising these functions, we obtain more robust
violations of local hidden variable theories than with either binning or
moments. Recent inequalities based on the algebra of quaternions and octonions
are compared with these methods. Since the prime advantage of CV experiments is
to provide a route to highly efficient detection via homodyne measurements, we
analyse the effect of noise and detection losses in both binned and unbinned
cases. The CV moment inequalities with an optimal function have greater
robustness to both loss and noise. This could permit a loophole-free test of
Bell inequalities.Comment: 17 pages, 6 figure
Enhanced Management of Personal Astronomical Data with FITSManager
Although the roles of data centers and computing centers are becoming more
and more important, and on-line research is becoming the mainstream for
astronomy, individual research based on locally hosted data is still very
common. With the increase of personal storage capacity, it is easy to find
hundreds to thousands of FITS files in the personal computer of an
astrophysicist. Because Flexible Image Transport System (FITS) is a
professional data format initiated by astronomers and used mainly in the small
community, data management toolkits for FITS files are very few. Astronomers
need a powerful tool to help them manage their local astronomical data.
Although Virtual Observatory (VO) is a network oriented astronomical research
environment, its applications and related technologies provide useful solutions
to enhance the management and utilization of astronomical data hosted in an
astronomer's personal computer. FITSManager is such a tool to provide
astronomers an efficient management and utilization of their local data,
bringing VO to astronomers in a seamless and transparent way. FITSManager
provides fruitful functions for FITS file management, like thumbnail, preview,
type dependent icons, header keyword indexing and search, collaborated working
with other tools and online services, and so on. The development of the
FITSManager is an effort to fill the gap between management and analysis of
astronomical data.Comment: 12 pages, 9 figures, Accepted for publication in New Astronom
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