2,828 research outputs found
Bifunctional Electrocatalysts for Oxygen Reduction and Borohydride Oxidation Reactions Using Ag3Sn Nanointermetallic for the Ensemble Effect
2017-2018 > Academic research: refereed > Publication in refereed journal201805 bcrcAccepted ManuscriptOthersNational Natural Science Foundation of China; the Research Fund of State Key Laboratory of Solidification Processing in China; the Aeronautic Science Foundation Program of China; the Science and Technology Innovation Fund of Western Metal Materials; the Doctoral Fund of Ministry of Education of ChinaPublishe
DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation
Unmanned aerial vehicles (UAVs) are frequently used for inspecting power
lines and capturing high-resolution aerial images. However, detecting power
lines in aerial images is difficult,as the foreground data(i.e, power lines) is
small and the background information is abundant.To tackle this problem, we
introduce DUFormer, a semantic segmentation algorithm explicitly designed to
detect power lines in aerial images. We presuppose that it is advantageous to
train an efficient Transformer model with sufficient feature extraction using a
convolutional neural network(CNN) with a strong inductive bias.With this goal
in mind, we introduce a heavy token encoder that performs overlapping feature
remodeling and tokenization. The encoder comprises a pyramid CNN feature
extraction module and a power line feature enhancement module.After successful
local feature extraction for power lines, feature fusion is conducted.Then,the
Transformer block is used for global modeling. The final segmentation result is
achieved by amalgamating local and global features in the decode head.Moreover,
we demonstrate the importance of the joint multi-weight loss function in power
line segmentation. Our experimental results show that our proposed method
outperforms all state-of-the-art methods in power line segmentation on the
publicly accessible TTPLA dataset
Void Lensing in Cubic Galileon Gravity
Weak lensing studies via cosmic voids are a promising probe of Modified
Gravity (MG). Excess surface mass density (ESD) is widely used as a lensing
statistic in weak lensing research. In this paper, we use the ray-tracing
method to study the ESD around voids in simulations based on Cubic Galileon
(CG) gravity. With the compilation of N-body simulation and ray-tracing method,
changes in structure formation and deflection angle resulting from MG can both
be considered, making the extraction of lensing signals more realistic. We find
good agreements between the measurement and theoretical prediction of ESD for
CG gravity. Meanwhile, the lensing signals are much less affected by the change
of the deflection angle than the change of the structure formation, indicating
a good approximation of regarding ESD (statistics) as the projection of 3D dark
matter density field. Finally, we demonstrate that it is impossible to
distinguish CG and General Relativity in our simulation, however, in the
next-generation survey, thanks to the large survey area and the increased
galaxy number density, detecting the differences between these two models is
possible. The methodology employed in this paper that combines N-body
simulation and ray-tracing method can be a robust way to measure the lensing
signals from simulations based on the MGs, and especially on that which
significantly modifies the deflection angle.Comment: 14 pages, 9 figure
Curcumin-loaded graphene oxide quantum dots enhance otoprotective effects via blocking cuproptosis
Background: Cisplatin (CIS) is widely used to treat various cancers but can cause ototoxicity and sensory hair cell loss in the inner ear. Copper induces an excessive production of reactive oxygen species (ROS) in hair cells, leading to the development of various antioxidants.Methods and results: This study aimed to evaluate the potential antioxidant properties of curcumin (CUR) in the inner ear organ of corti-1 cells (OC1) and animal models (zebrafish and guinea pigs). Graphene oxide quantum dots (GOQDs) enabled CUR to penetrate the round window membrane (RWM) and maintain the concentration in the perilymph after inner ear administration. The results showed that CUR/GOQDs had favorable biocompatibility and strongly affected ROS generation induced by CIS in OC1 cells. DCFHDA Green staining demonstrated that CUR/GOQDs successfully reversed the decrease in mitochondrial membrane potential induced by CIS in vitro and rescued cells from early cuproptosis, which was confirmed by FDX1 staining. Additionally, the experiment found that CUR decreased the expression of cuproptosis proteins (FDX1, LIAS, and LIPT1) and increased the expression of the Bcl-2 protein.Conclusion: The results demonstrate that CUR/GOQDs is a promising therapeutic agent that can prevent CIS-induced ototoxicity by blocking the cuproptosis signal pathway
The Intrinsic Energy Resolution of LaBr(Ce) Crystal for GECAM
The intrinsic resolution is the primary limitation on the total energy
resolution of LaBr(Ce) crystal. This intrinsic resolution arises from two
effects: fluctuations occurring in the process of energy transfer to
luminescent centers within the LaBr(Ce) crystal and the LaBr(Ce)
crystal's non-proportional luminescence. Presently, experimental measurements
regarding the intrinsic resolution of LaBr(Ce) crystal are scarce, and the
underlying physical mechanisms remain incompletely understood. In this paper,
we aim to elucidate the concept of intrinsic resolution. We investigated the
entire physical process of luminescence following energy deposition in the
LaBr(Ce) crystal, quantifying the various components in the total energy
resolution. We conducted a series of experimental measurements and Geant4
simulations, determining the intrinsic resolution of LaBr(Ce) crystal to
100 keV electrons as 2.12%. The non-proportionality contributes significantly
at 1.43%, while fluctuations in the energy transfer process accounted for
0.27%. It is evident that non-proportionality in light output constitutes the
primary source of intrinsic resolution. Horizontal and vertical unevenness in
light collection contributed 0.25% and 0.07%, respectively. Statistical
fluctuations showed the largest impact on the total energy resolution, at
2.86%. The contribution from fluctuations in single-photoelectron events was
0.77%. Furthermore, we reconstructed the photon response using Geant4, and the
consistency between the simulated relative light yield and the experimentally
measured one confirmed the reliability of the LaBr(Ce) detector mass model
employed in the simulation.Comment: 11 pages, 16 figure
Synthesis and characterization of a Bio-MOF based on mixed adeninate/tricarboxylate ligands and zinc ions
Artículo científicoIn this work, we present a new metal organic framework Zn7(Ad)4(BTC)4(DMF)O·4DMA·3DMF·4H2O which was synthesized under hydrothermal conditions with adenine and trimesic acid (BTC) linkers. The structure was determined by single-crystal (XRD) and the compound was further characterized by Scanning electron microscopy (SEM), infrared spectroscopy (IR), and thermogravimetric analysis. The 3D anionic framework includes adenine present in two-different coordination modes, with dimethylammonium balancing the framework charg
The Dust Attenuation Scaling Relation of Star-Forming Galaxies in the EAGLE Simulations
Dust attenuation in star-forming galaxies (SFGs), as parameterized by the
infrared excess (IRX ), is found to be tightly
correlated with star formation rate (SFR), metallicity and galaxy size,
following a universal IRX relation up to . This scaling relation can
provide a fundamental constraint for theoretical models to reconcile galaxy
star formation, chemical enrichment, and structural evolution across cosmic
time. We attempt to reproduce the universal IRX relation over using the EAGLE hydrodynamical simulations and examine sensitive
parameters in determining galaxy dust attenuation. Our findings show that while
the predicted universal IRX relation from EAGLE approximately aligns with
observations at , noticeable disparities arise at different stellar
masses and higher redshifts. Specifically, we investigate how modifying various
galaxy parameters can affect the predicted universal IRX relation in comparison
to the observed data. We demonstrate that the simulated gas-phase metallicity
is the critical quantity for the shape of the predicted universal IRX relation.
We find that the influence of the infrared luminosity and infrared excess is
less important while galaxy size has virtually no significant effect. Overall,
the EAGLE simulations are not able to replicate some of the observed
characteristics between IRX and galaxy parameters of SFGs, emphasizing the need
for further investigation and testing for our current state-of-the-art
theoretical models.Comment: 19 pages, 15 figures, accepted for publication in MNRA
Synchrotron Radiation Dominates the Extremely Bright GRB 221009A
The brightest Gamma-ray burst, GRB 221009A, has spurred numerous theoretical
investigations, with particular attention paid to the origins of ultra-high
energy TeV photons during the prompt phase. However, analyzing the mechanism of
radiation of photons in the MeV range has been difficult because the high
flux causes pile-up and saturation effects in most GRB detectors. In this
letter, we present systematic modeling of the time-resolved spectra of the GRB
using unsaturated data obtained from Fermi/GBM (precursor) and
SATech-01/GECAM-C (main emission and flare). Our approach incorporates the
synchrotron radiation model, which assumes an expanding emission region with
relativistic speed and a global magnetic field that decays with radius, and
successfully fits such a model to the observational data. Our results indicate
that the spectra of the burst are fully in accordance with a synchrotron origin
from relativistic electrons accelerated at a large emission radius. The lack of
thermal emission in the prompt emission spectra supports a
Poynting-flux-dominated jet composition.Comment: 12 pages, 6 figures, 2 tables. Accepted for publication in ApJ
The Physical Properties of Star-Forming Galaxies with Strong [O III] Lines at z=3.25
We present an analysis of physical properties of 34 [O III] emission-line
galaxies (ELGs) at z=3.2540.029 in the Extended Chandra Deep Field South
(ECDFS). These ELGs are selected from deep narrow H2S(1) and broad Ks imaging
of 383 arcmin obtained with CFHT/WIRCam. We construct spectral energy
distributions (SEDs) from U to Ks to derive the physical properties of ELGs.
These [O III] ELGs are identified as starburst galaxies with strong [O III]
lines of L([O III]) ~ 10 - 10 erg s, and have stellar
masses of M* ~ 10-10 M and star formation rates of ~
10-210 M yr. Our results show that 24% of our sample galaxies
are dusty with Av > 1 mag and EW(OIII) ~ 70-500 , which are often
missed in optically selected [O III] ELG samples. Their rest-frame UV and
optical morphologies from HST/ACS and HST/WFC3 deep imaging reveal that these
[O III] ELGs are mostly multiple-component systems (likely mergers) or compact.
And 20% of them are nearly invisible in the rest-frame UV owing to heavy dust
attenuation. Interestingly, we find that our samples reside in an overdensity
consisting of two components: one southeast (SE) with an overdensity factor of
~ 41 over a volume of 13 cMpc and the other
northwest (NW) with ~ 38 over a volume of 10 cMpc.
The two overdense substructures are expected to be virialized at z=0 with a
total mass of ~ 1.1 x 10 M and ~ 4.8 x 10 M, and
probably merge into a Coma-like galaxy cluster.Comment: 22 pages, 11 figures, 3 tables. Accepted for publication in Ap
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