1,680 research outputs found
Ultra-Luminous X-ray Sources: Evidence for Very Efficient Formation of Population III Stars Contributing to the Cosmic Near-Infrared Background Excess?
Accumulating evidence indicates that some of ultra-luminous X-ray sources
(ULXs) are intermediate mass black holes (IMBHs), but the formation process of
IMBHs is unknown. One possibility is that they were formed as remnants of
population III (Pop III) stars, but it has been thought that the probability of
being an ULX is too low for IMBHs distributed in galactic haloes to account for
the observed number of ULXs. Here we show that the number of ULXs can be
explained by such halo IMBHs passing through a dense molecular cloud, if Pop
III star formation is very efficient as recently suggested by the excess of the
cosmic near-infrared background radiation that cannot be accounted for by
normal galaxy populations. We calculate the luminosity function of X-ray
sources in our scenario and find that it is consistent with observed data. Our
scenario can explain that ULXs are preferentially found at outskirts of large
gas concentrations in star forming regions. A few important physical effects
are pointed out and discussed, including gas dynamical friction, radiative
efficiency of accretion flow, and radiative feedback to ambient medium. ULXs
could last for ~10^{5-6} yr to emit a total energy of ~10^{53} erg, which is
sufficient to power the ionized expanding nebulae found by optical
observations.Comment: 6 pages, 1 figures, accepted to ApJ main journal, with extended
discussions. Main conclusions unchange
Detection of exchange interaction in STM measurements through Fanolike interference effects
We address Fano-like interference effects in scanning tunneling microscopy
(STM) measurements of nanoscale systems, e.g. two-level systems. Common for
these systems is that second order tunneling contributions give rise to
interference effects that cause suppressed transmission through the system for
certain energies. The suppressed transmission is measurable either in the
differential conductance or in the bias voltage derivative thereof.Comment: 9 pages, 3 figures, submitted: in addition to the results published
in Phys. Rev. B, 75, 153309 (2007), this paper contains a more thorough
discussion on the used transport formalism, studies of asymmetric couplings
to the substrate, and discussion of non-resonant levels. The non-resonant
case is related to spin-dependent tunnelin
Vibrational assignments and line shapes in inelastic tunnelling spectroscopy: H on Cu(100)
We have carried out a computational study of the inelastic electron tunneling
spectrum (IETS) of the two vibrational modes of a single hydrogen atom on a
Cu(100) surface in a scanning tunneling microscopy (STM) junction. This study
addresses key issues about vibrational assignment and line shape of observed
peaks in IETS within the framework of density functional theory calculations
and the Lorente-Persson theory for STM-IETS. We argue that the observation of
only a single, broad peak in the STM-IETS [L.J. Lauhon and W. Ho, Phys. Rev.
Lett. 85, 4566 (2000)] is not caused by any symmetry restrictions or any
cancellation between inelastic and elastic vibrational contributions for one of
the two modes but is due to strongly overlapping superposition of the
contributions from the two modes caused by the rather large instrumental
broadening and the narrow vibrational energy separation between the modes. In
particular, we find that this broadening and the large asymmetry of the
vibrational line shapes gives rise to substantial apparent vibrational energy
shifts of the two modes and decrease their apparent energy separation
Occurrence of Enzyme Systems for Production and Decomposition of Oxalate in a White-Rot Fungus Coriolus versicolor and Some Characteristics of Glyoxylate Oxidase
この論文は国立情報学研究所の学術雑誌公開支援事業により電子化されました
Studi Perbandingan Back Propogation
Keberhasilan pemahaman tentang bagaimana membuat komputer belajar akan membuka banyak
manfaat baru dari komputer. Sebuah pemahaman yang rinci tentang algoritma pengolahan informasi
untuk pembelajaran mesin dapat membuat pemahaman yang sebaik kemampuan belajar manusia.
Banyak jenis pembelajaran mesin yang kita tahu, beberapa diantaranya adalah Backpropagation (BP),
Extreme Learning Machine (ELM), dan Support Vector Machine (SVM). Penelitian ini menggunakan
lima data yang memiliki beberapa karakteristik. Hasil penelitian ini, dari ketiga model yang diamati
memberikan akurasi klasifikasi yang sebanding. Penelitian ini memiliki tiga kesimpulan, yang terbaik
dalam akurasi adalah BP, yang terbaik dalam stabilitas adalah SVM dan CPU time terbaik adalah
ELM untuk data bioinformatika
Relation between inelastic electron tunneling and vibrational excitation of single adsorbates on metal surfaces
We analyse theoretically a relation between the vibrational generation rate
of a single adsorbate by tunneling electrons and the inelastic tunneling (IET)
current in scanning tunneling microscope, and the influence of the vibrational
excitations on the rate of adsorbate motions. Special attention is paid to the
effects of finite lifetime of the vibrational excitations. We show that in the
vicinity and below the IET threshold the rate of adsorbate motion deviates from
a simple power-law dependence on the bias voltage due to the effects of bath
temperature and adsorbate vibrational lifetime broadenings. The temperature
broadening appears to be confined near the threshold voltage within a narrow
region of several , whereas the lifetime broadening manifests itself in
a much wider region of applied voltages below the IET threshold.Comment: 8 pages including 4 figure
Establishment of a patient-derived orthotopic Xenograft (PDOX) model of HER-2-positive cervical cancer expressing the clinical metastatic pattern.
Squamous cell carcinoma of the cervix, highly prevalent in the developing world, is often metastatic and treatment resistant with no standard treatment protocol. Our laboratory pioneered the patient-derived orthotopic xenograft (PDOX) nude mouse model with the technique of surgical orthotopic implantation (SOI). Unlike subcutaneous transplant patient-derived xenograft (PDX) models, PDOX models metastasize. Most importantly, the metastasis pattern correlates to the patient. In the present report, we describe the development of a PDOX model of HER-2-positive cervical cancer. Metastasis after SOI in nude mice included peritoneal dissemination, liver metastasis, lung metastasis as well as lymph node metastasis reflecting the metastatic pattern in the donor patient. Metastasis was detected in 4 of 6 nude mice with primary tumors. Primary tumors and metastases in the nude mice had histological structures similar to the original tumor and were stained by an anti-HER-2 antibody in the same pattern as the patient's cancer. The metastatic pattern, histology and HER-2 tumor expression of the patient were thus preserved in the PDOX model. In contrast, subcutaneous transplantation of the patient's cervical tumors resulted in primary growth but not metastasis
Inelastic effects in electron transport studied with wave packet propagation
A time-dependent approach is used to explore inelastic effects during
electron transport through few-level systems. We study a tight-binding chain
with one and two sites connected to vibrations. This simple but transparent
model gives insight about inelastic effects, their meaning and the
approximations currently used to treat them. Our time-dependent approach allows
us to trace back the time sequence of vibrational excitation and electronic
interference, the ibrationally introduced time delay and the electronic phase
shift. We explore a full range of parameters going from weak to strong
electron-vibration coupling, from tunneling to contact, from one-vibration
description to the need of including all vibrations for a correct description
of inelastic effects in transport. We explore the validity of single-site
resonant models as well as its extension to more sites via molecular orbitals
and the conditions under which multi-orbital, multi-vibrational descriptions
cannot be simplified. We explain the physical meaning of the spectral features
in the second derivative of the electron current with respect to the bias
voltage. This permits us to nuance the meaning of the energy value of dips and
peaks. Finally, we show that finite-band effects lead to electron
back-scattering off the molecular vibrations in the regime of high-conductance,
although the drop in conductance at the vibrational threshold is rather due to
the rapid variation of the vibronic density of states.Comment: 38 pages, 14 figure
Inelastic transport theory from first-principles: methodology and applications for nanoscale devices
We describe a first-principles method for calculating electronic structure,
vibrational modes and frequencies, electron-phonon couplings, and inelastic
electron transport properties of an atomic-scale device bridging two metallic
contacts under nonequilibrium conditions. The method extends the
density-functional codes SIESTA and TranSIESTA that use atomic basis sets. The
inelastic conductance characteristics are calculated using the nonequilibrium
Green's function formalism, and the electron-phonon interaction is addressed
with perturbation theory up to the level of the self-consistent Born
approximation. While these calculations often are computationally demanding, we
show how they can be approximated by a simple and efficient lowest order
expansion. Our method also addresses effects of energy dissipation and local
heating of the junction via detailed calculations of the power flow. We
demonstrate the developed procedures by considering inelastic transport through
atomic gold wires of various lengths, thereby extending the results presented
in [Frederiksen et al., Phys. Rev. Lett. 93, 256601 (2004)]. To illustrate that
the method applies more generally to molecular devices, we also calculate the
inelastic current through different hydrocarbon molecules between gold
electrodes. Both for the wires and the molecules our theory is in quantitative
agreement with experiments, and characterizes the system-specific mode
selectivity and local heating.Comment: 24 pages, 17 figure
Nonequilibrium resonant spectroscopy of molecular vibrons
Quantum transport through single molecules is essentially affected by
molecular vibrations. We investigate the behavior of the prototype single-level
model with intermediate electron-vibron coupling and arbitrary coupling to the
leads. We have developed a theory which allows to explore this regime via the
nonequilibrium Green function formalism. We show that the nonequilibrium
resonant spectroscopy is able to determine the energies of molecular orbitals
and the spectrum of molecular vibrations. Our results are relevant to scanning
tunneling spectroscopy experiments, and demonstrate the importance of the
systematic and self-consistent investigation of the effects of the vibronic
dynamics onto the transport through single molecules.Comment: 4 pages, 5 figures, submitte
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