3,964 research outputs found
Restricted Wiedemann-Franz law and vanishing thermoelectric power in one-dimensional conductors
In one-dimensional (1D) conductors with linear E-k dispersion (Dirac systems)
intrabranch thermalization is favored by elastic electron-electron interaction
in contrast to electron systems with a nonlinear (parabolic) dispersion. We
show that under external electric fields or thermal gradients the carrier
populations of different branches, treated as Fermi gases, have different
temperatures as a consequence of self-consistent carrier-heat transport.
Specifically, in the presence of elastic phonon scattering, the Wiedemann-Franz
law is restricted to each branch with its specific temperature and is
characterized by twice the Lorenz number. In addition thermoelectric power
vanishes due to electron-hole symmetry, which is validated by experiment.Comment: 10 pages, 2 figure
Synthesis of biologically active compounds of agricultural interest
A practical approach for the chiral synthesis of propargyl alcohols and hydroxyvinyl chlorides, making use of base induced elimination of chiral 2,3-epoxy chlorides is described and their utility in the synthesis of octadecenoids, viz., (S)-coriolic acid (I) and (S)-l5,16-didehydrocoriolic acid (V) the self-defensive substances in rice plant against rice blast disease, is discussed
Universalization of any adversarial attack using very few test examples
Deep learning models are known to be vulnerable not only to input-dependent
adversarial attacks but also to input-agnostic or universal adversarial
attacks. Dezfooli et al. \cite{Dezfooli17,Dezfooli17anal} construct universal
adversarial attack on a given model by looking at a large number of training
data points and the geometry of the decision boundary near them. Subsequent
work \cite{Khrulkov18} constructs universal attack by looking only at test
examples and intermediate layers of the given model. In this paper, we propose
a simple universalization technique to take any input-dependent adversarial
attack and construct a universal attack by only looking at very few adversarial
test examples. We do not require details of the given model and have negligible
computational overhead for universalization. We theoretically justify our
universalization technique by a spectral property common to many
input-dependent adversarial perturbations, e.g., gradients, Fast Gradient Sign
Method (FGSM) and DeepFool. Using matrix concentration inequalities and
spectral perturbation bounds, we show that the top singular vector of
input-dependent adversarial directions on a small test sample gives an
effective and simple universal adversarial attack. For VGG16 and VGG19 models
trained on ImageNet, our simple universalization of Gradient, FGSM, and
DeepFool perturbations using a test sample of 64 images gives fooling rates
comparable to state-of-the-art universal attacks \cite{Dezfooli17,Khrulkov18}
for reasonable norms of perturbation
Deep penetration of ultra-high molecular weight polyethylene composites by a sharp-tipped punch
The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.The penetration of unidirectional (UD) and [0o/90o] cross-ply ultra-high molecular weight polyethylene fibre composites by sharp-tipped cylindrical punches has been investigated. While the measured penetration pressure for both composite types increased with decreasing punch diameter, the pressure was significantly higher for the cross-ply composites and increased with decreasing ply thickness. A combination of optical microscopy and X-ray tomography revealed that in both composites, the sharp-tipped punch penetrated without fibre fracture by the formation of mode-I cracks along the fibre directions, followed by the wedging open of the crack by the advancing punch. In the cross-ply composites, delamination between adjacent 0o and 90o plies also occurred to accommodate the incompatible deformation between plies containing orthogonal mode-I cracks. Micromechanical models for the steady-state penetration pressure were developed for both composites. To account for material anisotropy as well as the large shear strains and fibre rotations, the deformation of the composites was modelled via a pressure-dependent crystal plasticity framework. Intra and inter-ply fracture were accounted for via mode-I and delamination toughnesses respectively. These models account for the competition between deformation and fracture of the plies and accurately predict the measured steady-state penetration pressures over the wide range of punch diameters and ply thicknesses investigated here. Design maps for the penetration resistance of cross-ply composites were constructed using these models and subsequently used to infer composite designs that maximise the penetration resistance for a user prescribed value of fibre strength
Texture of fermion mass matrices in partially unified theories
We investigate the texture of fermion mass matrices in theories with partial
unification (for example ) at a scale
GeV. Starting with the low energy values of the masses and the
mixing angles, we find only two viable textures with atmost four texture zeros.
One of these corresponds to a somewhat modified Fritzsch textures. A
theoretical derivataion of these textures leads to new interesting relations
among the masses and the mixing angles.Comment: 10 pages(Latex
Nondestructive Evaluation of Weld seam Failures in Tubes and Other Structures for Thermal, Wind and Nuclear Power Applications
The paper gives inspection and maintenance practices being followed in an important Tube manufacturing plant (Bundy India Limited, Baroda) where the first author (R.M Joshi) worked. Advances in the eddy current technique of on line surface and subsurface inspection along with some unconventional modern methods and their scope of appli-cation have been highlighted. The inspection techniques contribute to improved customer confidence
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