2,954 research outputs found
Shock Structure Analysis and Aerodynamics in a Weakly Ionized Gas Flow
The structure of a shock wave propagating through a weakly ionized gas is analyzed using an electrofluid dynamics model composed of classical conservation laws and Gauss Law. A viscosity model is included to correctly model the spatial scale of the shock structure, and quasi-neutrality is not assumed. A detailed analysis of the structure of a shock wave propagating in a weakly ionized gas is presented, together with a discussion of the physics underlying the key features of the shock structure. A model for the flow behind a shock wave propagating through a weakly ionized gas is developed and used to analyze the effect of the ionization on the aerodynamics and performance of a two-dimensional hypersonic lifting body
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection
Diabetic Foot Ulcer (DFU) is a condition requiring constant monitoring and
evaluations for treatment. DFU patient population is on the rise and will soon
outpace the available health resources. Autonomous monitoring and evaluation of
DFU wounds is a much-needed area in health care. In this paper, we evaluate and
identify the most accurate feature extractor that is the core basis for
developing a deep-learning wound detection network. For the evaluation, we used
mAP and F1-score on the publicly available DFU2020 dataset. A combination of
UNet and EfficientNetb3 feature extractor resulted in the best evaluation among
the 14 networks compared. UNet and Efficientnetb3 can be used as the classifier
in the development of a comprehensive DFU domain-specific autonomous wound
detection pipeline.Comment: 5 pages, 2 figures, 3 tables, 2022 IEEE International Conference on
Data Mining Workshop
The e!ects of a non-intervention HACCP implementation on process hygiene indicators on bovine and porcine carcasses
Four sites on each of 720 dressed carcasses (360 bovine and 360 porcine) were sampled (2,880 samples in total) in a single commercial
abattoir slaughtering cattle and pigs using two separate slaughterlines. The carcasses were sampled before HACCP (pre-HACCP;
960 samples) and after HACCP implementation (post-HACCP; 1,920 samples) and Total Viable Count (TVC), Enterobacteriaceae count
(EC) and Salmonella spp. prevalence were determined. During the pre-HACCP period, mean TVC levels on four tested sites varied on
bovine carcasses between 3.03 and 4.19 log10 cfu/cm2 and on porcine carcasses between 3.73 and 3.99 log10 cfu/cm2. During the
post-HACCP period, TVC levels on all tested sites on carcasses were further signicantly reduced, by 0.33-1.64 log and 1.13-2.04 log
on bovine and porcine carcasses, respectively, compared to the pre-HACCP period. Both the EC occurrence in samples and EC levels in
EC-positive samples somewhat decreased during post-HACCP as compared to pre-HACCP period, but the reductions were not statistically
signicant due to large proportion of EC-negative samples and very low counts in EC-positive samples. Salmonella spp. was not
detected in any of bovine or porcine carcass samples, regardless of whether they were taken pre- or post-HACCP. Overall, the processhygiene-
improving eects of non-intervention HACCP have been proven through reduction of TVC on carcasses, but could not be
veried in the present study through similar reductions in EC and/or Salmonella, because of their low levels and/or absence
Densityâfunctional studies of the electronic structure of the perovskite oxides: La1âxCaxMnO3
doi:10.1063/1.361546Using densityâfunctional methods, we study the electronic structures of the lanthanumâbased ''doubleâexchange'' perovskite magnets. Antiferromagnetic insulating solutions are obtained for both the end members, LaMnO3 and CaMnO3, within the local density approximation (LDA), with the JahnâTeller (JT) distortion of the oxygen octrahedron taken into account. The JT distortion splits off the Mn(3d)eg bands producing an energy gap within the LDA, with the bands derived from the (z2â1) orbital, pointed along the long basalâplane MnâO bond, occupied and the (x2ây2) bands empty. The onâsite Coulomb repulsion and the intraâsite exchange terms are found to be, respectively, Uâ8-10 eV and Jâ0.9 eV, from the ''constrained'' densityâfunctional theory. The large value of U as compared to the bandwidth indicates that the manganese perovskite oxides are strongly correlated systems.This work was supported in part by the Office of Naval Research under Contract No. ONR N00014-95-1-0439 and by the Serbian Scientific Foundation under the project, ''Physics of Condensed Matter and New Materials,'' Grant
No. 3
Electronic Structure of the Perovskite Oxides: La1-xCaxMnO3
URL:http://link.aps.org/doi/10.1103/PhysRevLett.76.960
DOI:10.1103/PhysRevLett.76.960The electronic structures of the perovskite oxides, LaMnO3 and CaMnO3, are studied using density-functional methods. Antiferromagnetic insulating (AFI) solutions are obtained for both compounds within the local-density approximation (LDA). For LaMnO3 the Jahn-Teller distortion, found necessary for the AFI solution, produces occupied Mn(z2-1) orbitals pointed along the long, basal-plane Mn-O bonds. The large on-site Coulomb U and exchange J, obtained from âconstrainedâ LDA calculations, Uâ8-10eV and Jâ0.9eV, indicate important correlation effects and yield large redistribution of the spectral weight within the LDA+U approach.We thank O. Gunnarsson for stimulating discussions. This work was supported in part by the Office of Naval Research under Contract No. ONR N00014-95-1-0439
Electronic structure of the substitutional vacancy in graphene: Density-functional and Green's function studies
We study the electronic structure of graphene with a single substitutional
vacancy using a combination of the density-functional, tight-binding, and
impurity Green's function approaches. Density functional studies are performed
with the all-electron spin-polarized linear augmented plane wave (LAPW) method.
The three dangling bonds adjacent to the vacancy introduce
localized states (V) in the mid-gap region, which split due to the
crystal field and a Jahn-Teller distortion, while the states
introduce a sharp resonance state (V) in the band structure. For a planar
structure, symmetry strictly forbids hybridization between the and the
states, so that these bands are clearly identifiable in the calculated
band structure. As for the magnetic moment of the vacancy, the Hund's-rule
coupling aligns the spins of the four localized V, V, and the V electrons resulting
in a S=1 state, with a magnetic moment of , which is reduced by about
due to the anti-ferromagnetic spin-polarization of the band
itinerant states in the vicinity of the vacancy. This results in the net
magnetic moment of . Using the Lippmann-Schwinger equation, we
reproduce the well-known decay of the localized V wave function
with distance and in addition find an interference term coming from the two
Dirac points, previously unnoticed in the literature. The long-range nature of
the V wave function is a unique feature of the graphene vacancy and we
suggest that this may be one of the reasons for the widely varying relaxed
structures and magnetic moments reported from the supercell band calculations
in the literature.Comment: 24 pages, 15 figures. Accepted for publication in New Journal of
Physic
Factorial analysis of slaughter characteristics of fattening pigs fed different additives â Enzyme and probiotic in mixtures
To successfully investigate slaughter characteristics of fattening pigs fed in different ways, this experiment was carried out on Experimental Farm of the Institute for Animal Husbandry, Belgrade- Zemun. Investigation of correlation between slaughter traits of pigs fed with different additives in their nutrition was done by factorial analysis. Slaughter characteristics in three groups of fattening pigs fed in different ways were observed. The first group (variant 1) consisted of fatteners fed diets without any special additives. The second group (variant 2) consisted of pigs fed diets containing enzyme Rovabio, and the third group (variant 3) probiotic Lacture + Microbond. This study was aimed at coming to conclusion based on the results of factorial analysis of the observed traits to the greatest extent which determined slaughter traits of pigs fed diets containing different additives. The results obtained in general, that is, the structure of separated factors showed that different slaughter characteristics are realized with different nutrition.Key words: Fattening pigs, slaughter characteristics, enzyme Rovabio, probiotic Lacture + Microbond, factorial analysis
Bipolar-Driven Large Magnetoresistance in Silicon
Large linear magnetoresistance (MR) in electron-injected p-type silicon at
very low magnetic field is observed experimentally at room temperature. The
large linear MR is induced in electron-dominated space-charge transport regime,
where the magnetic field modulation of electron-to-hole density ratio controls
the MR, as indicated by the magnetic field dependence of Hall coefficient in
the silicon device. Contrary to the space-charge-induced MR effect in unipolar
silicon device, where the large linear MR is inhomogeneity-induced, our results
provide a different insight into the mechanism of large linear MR in
non-magnetic semiconductors that is not based on the inhomogeneity model. This
approach enables homogeneous semiconductors to exhibit large linear MR at low
magnetic fields that until now has only been appearing in semiconductors with
strong inhomogeneities.Comment: 23 pages, 4 figures (main text), 6 figures (supplemental material
Relativistic calculations of the lifetimes and hyperfine structure constants in Zn
This work presents accurate {\it ab initio} determination of the magnetic
dipole (M1) and electric quadrupole (E2) hyperfine structure constants for the
ground and a few low-lying excited states in Zn, which is one of
the interesting systems in fundamental physics. The coupled-cluster (CC) theory
within the relativistic framework has been used here in this calculations. Long
standing demands for a relativistic and highly correlated calculations like CC
can be able to resolve the disagreements among the lifetime estimations
reported previously for a few low-lying states of Zn. The role of
different electron correlation effects in the determination of these quantities
are discussed and their contributions are presented.Comment: 9 pages, 1 figure. submitted to J. Phys. B Fast Trac
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