4,228 research outputs found
Bidirectional optimization of the melting spinning process
This is the author's accepted manuscript (under the provisional title "Bi-directional optimization of the melting spinning process with an immune-enhanced neural network"). The final published article is available from the link below. Copyright 2014 @ IEEE.A bidirectional optimizing approach for the melting spinning process based on an immune-enhanced neural network is proposed. The proposed bidirectional model can not only reveal the internal nonlinear relationship between the process configuration and the quality indices of the fibers as final product, but also provide a tool for engineers to develop new fiber products with expected quality specifications. A neural network is taken as the basis for the bidirectional model, and an immune component is introduced to enlarge the searching scope of the solution field so that the neural network has a larger possibility to find the appropriate and reasonable solution, and the error of prediction can therefore be eliminated. The proposed intelligent model can also help to determine what kind of process configuration should be made in order to produce satisfactory fiber products. To make the proposed model practical to the manufacturing, a software platform is developed. Simulation results show that the proposed model can eliminate the approximation error raised by the neural network-based optimizing model, which is due to the extension of focusing scope by the artificial immune mechanism. Meanwhile, the proposed model with the corresponding software can conduct optimization in two directions, namely, the process optimization and category development, and the corresponding results outperform those with an ordinary neural network-based intelligent model. It is also proved that the proposed model has the potential to act as a valuable tool from which the engineers and decision makers of the spinning process could benefit.National Nature Science Foundation of China, Ministry of Education of China, the Shanghai Committee of Science and Technology), and the Fundamental Research Funds for the Central Universities
Solving the Dirac equation with nonlocal potential by Imaginary Time Step method
The Imaginary Time Step (ITS) method is applied to solve the Dirac equation
with the nonlocal potential in coordinate space by the ITS evolution for the
corresponding Schr\"odinger-like equation for the upper component. It is
demonstrated that the ITS evolution can be equivalently performed for the
Schr\"odinger-like equation with or without localization. The latter algorithm
is recommended in the application for the reason of simplicity and efficiency.
The feasibility and reliability of this algorithm are also illustrated by
taking the nucleus O as an example, where the same results as the
shooting method for the Dirac equation with localized effective potentials are
obtained
Simulation analysis of manipulating light propagation through turbid Media
We model light propagation through turbid media by employing the pseudospectral time-domain (PSTD) simulation technique. With specific amplitude and phase, light can be manipulated to propagate through turbid media via multiple scattering. By exploiting the flexibility of the PSTD simulation, we analyze factors that contribute to enhancing light penetration. Specific research findings suggest that it is possible to propagate light with specific amplitude/phase. The reported simulation analysis enables quantitative analyses of directing light through turbid media.
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Density distributions for trapped one-dimensional spinor gases
We numerically evaluate the density distribution of a spin-1 bosonic
condensate in its ground state within a modifed Gross-Pitaevskii theory, which
is obtained by the combination of the exact solution of the corresponding
integrable model with the local density approximation. Our study reveals that
atoms in the m_F = 0 state are almost completely suppressed for the
anti-ferromagnetic interactions in both weakly and strongly interacting
regimes, whereas all three components remain non-vanishing for ferromagnetic
interactions. Specially, when the system is in the Tonks-Girardeau (TG) regime,
obvious Fermi-like distribution emerges for each component. We also discuss the
possible deviation of the spatial distribution from the Fermi-like distribution
when the spin-spin interaction is strong enough.Comment: 6 pages, 3 figures, version to be published in Phys. Rev.
Guest Editorial: Social and human aspects of cyber-physical systems
open6siIn the vision of Industry 4.0, the new industrial revolution is a
revolution of cyber-physical systems, of which the Internet of
Things forms a key foundation that has a great impact on the way
people live, and the way businesses are organised. Cyber-physical
systems are often considered feedback systems that integrate
computation, networking, and physical processes, and more
recently with ‘human-in-the-loop’ as one of the key research
topics.
The advances in social computing have connected human-inthe-loop in cyber-social systems such as Facebook and Twitter,
while their social-physical activities are supported by the cyberphysical systems on or near their bodies and in their interconnected
environments. Cyber-physical systems become an integral part of
social-cyber-physical systems (SCPS) that weave into the sociotechnical fabric of human society. These hybrid systems, exhibiting
both continuous (in physical and social spaces) and discrete (in
cyberspaces) dynamic behaviour, give rise to not only new
opportunities but also new challenges in designing products and
services where human and technical aspects are massively
intertwined. This Special Issue aims to present state-of-the-art
research attempts and results on the topic of SCPS.openopenHu J.; Liang R.-H.; Shih C.-S.; Catala A.; Marcenaro L.; Osawa H.Hu, J.; Liang, R. -H.; Shih, C. -S.; CATALA MALLOFRE, Andreu; Marcenaro, L.; Osawa, H
Determining Heavy Hybrid Masses via QCD Sum Rules
The masses of charmonium and bottomonium hybrids are evaluated in
terms of QCD sum rules. We find that the ground state hybrid in charm sector
lies in GeV, while in bottom sector the hybrid may
situated in GeV. Since the numerical result on
charmonium hybrid mass is not compatible with the charmonium spectra, including
structures newly observed in experiment, we tempt to conclude that such a
hybrid does not purely exist, but rather as an admixture with other states,
like glueball and regular quarkonium, in experimental observation. However, our
result on bottomonium hybrid coincide with the "exotic structure" recently
observed at BELLE.Comment: 15 pages, 5 figures, version to appear in J.Phys.
Strain effects in twisted spiral antimonene
van der Waals (vdW) layered materials exhibit fruitful novel physical
properties. The energy band of such materials depends strongly on their
structures and a tremendous variation in their physical properties can be
deduced from a tiny change in inter-layer spacing, twist angle, or in-plane
strain. In this work, a kind of vdW layered material of spiral antimonene is
constructed, and the strain effects in the material are studied. The spiral
antimonene is grown on a germanium (Ge) substrate and is induced by a helical
dislocation penetrating through few-atomic-layers of antimonene
(\b{eta}-phase). The as-grown spiral is intrinsically strained and the lattice
distortion is found to be pinned around the dislocation. Both spontaneous
inter-layer twist and in-plane anisotropic strain are observed in scanning
tunneling microscope (STM) measurements. The strain in the spiral antimonene
can be significantly modified by STM tip interaction, leading to a variation in
the surface electronic density of states (DOS) and a large modification in the
work function of up to a few hundreds of milli-electron-volts (meV). Those
strain effects are expected to have potential applications in building up novel
piezoelectric devices.Comment: 11 pages, 4 figures, Supporting Informatio
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