8,634 research outputs found
Operator Inference for Non-Intrusive Model Reduction of Systems with Non-Polynomial Nonlinear Terms
Geometry of the generalized Bloch sphere for qutrits
The geometry of the generalized Bloch sphere , the state space of a
qutrit, is studied. Closed form expressions for , its boundary
, and the set of extremals are obtained
by use of an elementary observation. These expressions and analytic methods are
used to classify the 28 two-sections and the 56 three-sections of
into unitary equivalence classes, completing the works of earlier authors. It
is shown, in particular, that there are families of two-sections and of
three-sections which are equivalent geometrically but not unitarily, a feature
that does not appear to have been appreciated earlier. A family of
three-sections of obese-tetrahedral shape whose symmetry corresponds to the
24-element tetrahedral point group is examined in detail. This symmetry
is traced to the natural reduction of the adjoint representation of ,
the symmetry underlying , into direct sum of the two-dimensional and
the two (inequivalent) three-dimensional irreducible representations of
Lepton flavour violation in The Little Higgs model
Little Higgs models with T-parity have a new source of lepton flavour
violation. In this paper we consider the anomalous magnetic moment of the muon
\gmtwo and the lepton flavour violating decays \mutoeg and \tautomug in Little
Higgs model with T-parity \cite{Goyal:2006vq}. Our results shows that present
experimental constraints of \mutoeg is much more useful to constrain the new
sources of flavour violation which are present in T-parity models.Comment: LaTeX file with 13 eps figures (included
Mixed Phase in Compact Starts : M-R relations and radial oscillations
It is believed that quark stars or neutron stars with mixed phase in the core
have smaller radii compared to ordinary compact stars. With the recent
observation of several low radius objects, typically a radius of for
star of mass in low mass X-ray binaries (LMXB), it has become very
important to understand the nature of these objects. An accurate determination
of mass-radius relationship of these objects provide us with a physical
laboratory to study the composition of high density matter and the nature of
phase transition. We study the effect of quark and nuclear matter mixed phase
on mass radius relationship and radial oscillations of neutron stars. We find
that the effect of the mixed phase is to decrease the maximum mass of a stable
neutron star and to decrease the radial frequencies .Comment: guest contribution at Int. Workshop on Astronomy & Relativistic
Astrophysics (IWARA 03)held at Olinda-PE (Brazil) from Oct. 12-17,200
Smoothed Analysis of Tensor Decompositions
Low rank tensor decompositions are a powerful tool for learning generative
models, and uniqueness results give them a significant advantage over matrix
decomposition methods. However, tensors pose significant algorithmic challenges
and tensors analogs of much of the matrix algebra toolkit are unlikely to exist
because of hardness results. Efficient decomposition in the overcomplete case
(where rank exceeds dimension) is particularly challenging. We introduce a
smoothed analysis model for studying these questions and develop an efficient
algorithm for tensor decomposition in the highly overcomplete case (rank
polynomial in the dimension). In this setting, we show that our algorithm is
robust to inverse polynomial error -- a crucial property for applications in
learning since we are only allowed a polynomial number of samples. While
algorithms are known for exact tensor decomposition in some overcomplete
settings, our main contribution is in analyzing their stability in the
framework of smoothed analysis.
Our main technical contribution is to show that tensor products of perturbed
vectors are linearly independent in a robust sense (i.e. the associated matrix
has singular values that are at least an inverse polynomial). This key result
paves the way for applying tensor methods to learning problems in the smoothed
setting. In particular, we use it to obtain results for learning multi-view
models and mixtures of axis-aligned Gaussians where there are many more
"components" than dimensions. The assumption here is that the model is not
adversarially chosen, formalized by a perturbation of model parameters. We
believe this an appealing way to analyze realistic instances of learning
problems, since this framework allows us to overcome many of the usual
limitations of using tensor methods.Comment: 32 pages (including appendix
Bulk Viscosity of Magnetized Neutron Star Matter
We study the effect of magnetic field on the bulk viscosity of nuclear matter
in neutron stars. We employ the framework of relativistic mean field theory to
observe the dense nuclear matter in neutron stars. The effects are first
studied for the case when the magnetic field does not exceed the critical value
to confine the electrons to the lowest Landau levels. We then consider the case
of intense magnetic field to evaluate viscosity for the URCA processes and show
that the inequality is no longer required to
be satisfied for the URCA processes to proceed.Comment: Latex 2e file with four postscripts figure
Understanding BL Lac objects Structural & kinematic mode changes in the BL Lac object PKS 0735+178
Context. We present evidence that parsec-scale jets in BL Lac objects may be
significantly distinct in kinematics from their counterparts in quasars. We
argued this previously for the BL lac sources 1803+784 and 0716+714, report
here a similar pattern for another well-known BL Lac object, PKS 0735+178,
whose nuclear jet is found to exhibit kinematics atypical of quasars. Aims. A
detailed study of the jet components' motion reveals that the standard AGN
paradigm of apparent superluminal motion does not always describe the
kinematics in BL Lac objects. We study 0735+178 here to augment and improve the
understanding of the peculiar motions in the jets of BL Lac objects as a class.
Methods. We analyzed 15 GHz VLBA (Very Long Baseline Array) observations
(2cm/MOJAVE survey) performed at 23 epochs between 1995.27 and 2008.91.
Results. We found a drastic structural mode change in the VLBI jet of 0735+178,
between 2000.4 and 2001.8 when its twice sharply bent trajectory turned into a
linear shape.We further found that this jet had undergone a similar transition
sometime between December 1981 and June 1983. A mode change, occurring in the
reverse direction (between mid-1992 and mid-1995) has already been reported in
the literature. These structural mode changes are found to be reflected in
changed kinematical behavior of the nuclear jet, manifested as an apparent
superluminal motion and stationarity of the radio knots. In addition, we found
the individual mode changes to correlate in time with the maxima in the optical
light curve. The last two transitions occurred before a (modest) radio flare.
The behavior of this pc-scale jet appears to favor a scenario involving
non-ballistic motions of the radio knots, produced by the precession of a
continuous jet within the ambient medium.Comment: Accepted for publication in A&A (Abstract reduced for astro-ph
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