4,513 research outputs found
Applications of Bound States in the Continuum in Photonics
The intriguing properties of bound states in the continuum (BICs) have
attracted a lot of attention in photonics. Besides being effective in confining
light in a counter-intuitive way, the correspondence between the near-field
mode pattern and the far-field radiation of BICs manifests the fascinating
topological characteristics of light. Early works on photonic BICs were mainly
focused on designing artificial structures to facilitate their realization,
while recent advances have shifted to exploring their exceptional properties in
applications. In this review, we survey important breakthroughs and recent
advances in this field. We detail the unique properties of BICs, including
light confinement enhancement, sharp Fano resonances, and topological
characteristics. We provide insights into the unique phenomena derived from
BICs and the impact of BICs on various applications. We also discuss the
paradigm shift enabled or facilitated by BICs in several emerging research
frontiers, such as parity-time symmetric systems, higher-order topology,
exciton-photon coupling, and moir\'e superlattices
QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation Learning
This paper proposes a novel semi-supervised TTS framework, QS-TTS, to improve
TTS quality with lower supervised data requirements via Vector-Quantized
Self-Supervised Speech Representation Learning (VQ-S3RL) utilizing more
unlabeled speech audio. This framework comprises two VQ-S3R learners: first,
the principal learner aims to provide a generative Multi-Stage Multi-Codebook
(MSMC) VQ-S3R via the MSMC-VQ-GAN combined with the contrastive S3RL, while
decoding it back to the high-quality audio; then, the associate learner further
abstracts the MSMC representation into a highly-compact VQ representation
through a VQ-VAE. These two generative VQ-S3R learners provide profitable
speech representations and pre-trained models for TTS, significantly improving
synthesis quality with the lower requirement for supervised data. QS-TTS is
evaluated comprehensively under various scenarios via subjective and objective
tests in experiments. The results powerfully demonstrate the superior
performance of QS-TTS, winning the highest MOS over supervised or
semi-supervised baseline TTS approaches, especially in low-resource scenarios.
Moreover, comparing various speech representations and transfer learning
methods in TTS further validates the notable improvement of the proposed
VQ-S3RL to TTS, showing the best audio quality and intelligibility metrics. The
trend of slower decay in the synthesis quality of QS-TTS with decreasing
supervised data further highlights its lower requirements for supervised data,
indicating its great potential in low-resource scenarios
Comparative Mt genomics of the Tipuloidea (Diptera: Nematocera: Tipulomorpha) and its implications for the phylogeny of the Tipulomorpha
A traditionally controversial taxon, the Tipulomorpha has been frequently discussed with respect to both its familial composition and relationships with other Nematocera. The interpretation of internal relationships within the Tipuloidea, which include the Tipulidae sensu stricto, Cylindrotomidae, Pediciidae and Limoniidae, is also problematic. We sequenced the first complete mitochondrial (mt) genome of Symplecta hybrida (Meigen, 1804), which belongs to the subfamily Chioneinae of family Limoniidae, and another five nearly complete mt genomes from the Tipuloidea. We did a comparative analysis of these mt genomics and used them, along with some other representatives of the Nematocera to construct phylogenetic trees. Trees inferred by Bayesian methods strongly support a sister-group relationship between Trichoceridae and Tipuloidea. Tipulomorpha are not supported as the earliest branch of the Diptera. Furthermore, phylogenetic trees indicate that the family Limoniidae is a paraphyletic group
Thick MgB2 film with (101) oriented micro-crystals
Very thick, ~ 40 m, clean, and highly textured MgB2 film was effectively
grown on an Al2O3 substrate. The fabrication technique is by the hybrid
physical-chemical vapor deposition (HPCVD) using B2H6 gas and Mg ingot as the
sources. The X-ray diffraction (XRD) analysis shows a highly (101)-oriented
MgB2 crystal structure without any impurity detected. There is no signal from
the substrate in the XRD spectrum, indicating that the film thickness exceeds
the X-ray penetration length. Scanning electron microscopy (SEM) reveals that
the film is composed of highly-packed MgB2 micro-crystals with a uniform size
distribution of about 2 m in diameter and 0.2 m in thickness.
According to the compositional analysis of energy-dispersive X-ray spectroscopy
(EDX), no oxygen, hence no MgO, exists in the textured film, consistent with
the XRD result. Also, the transport properties are similar to those of a single
crystal, indicating a clean film of good crystallite. The zero field transition
temperatures are determined as TC(onset) = 39.2 K and TC(zero) = 38.4 K, giving
a sharp transition typical of a clean sample. The residual resistivity ratio
(RRR) is determined as 6.4 and the magnetoreisitance (MR) is about 28 % at 40 K
under the applied field of 9 T, which are similar to those of a single crystal.
The zero temperature upper critical field, HC2(0), is extrapolated as 19 T from
the TC(onset) at applied field up to 9 T.Comment: 10 pages, 4 figure
Correlation-induced insulating topological phases at charge neutrality in twisted bilayer graphene
Twisted bilayer graphene (TBG) provides a unique framework to elucidate the
interplay between strong correlations and topological phenomena in
two-dimensional systems. The existence of multiple electronic degrees of
freedom -- charge, spin, and valley -- gives rise to a plethora of possible
ordered states and instabilities. Identifying which of them are realized in the
regime of strong correlations is fundamental to shed light on the nature of the
superconducting and correlated insulating states observed in the TBG
experiments. Here, we use unbiased, sign-problem-free quantum Monte Carlo
simulations to solve an effective interacting lattice model for TBG at charge
neutrality. Besides the usual cluster Hubbard-like repulsion, this model also
contains an assisted hopping interaction that emerges due to the non-trivial
topological properties of TBG. Such a non-local interaction fundamentally
alters the phase diagram at charge neutrality, gapping the Dirac cones even for
infinitesimally small interaction. As the interaction strength increases, a
sequence of different correlated insulating phases emerge, including a quantum
valley Hall state with topological edge states, an intervalley-coherent
insulator, and a valence bond solid. The charge-neutrality correlated
insulating phases discovered here provide the sought-after reference states
needed for a comprehensive understanding of the insulating states at integer
fillings and the proximate superconducting states of TBG.Comment: 15 pages, 9 figures, 2 table
Rapid determination of illegal additives chrysoidin and malachite green by surface-enhanced Raman scattering with silanized support based substrate
© 2018 The Author This paper reports accurate use of silanized support based substrate for surface-enhanced Raman spectroscopy (SERS) determination of illegal additives chrysoidin and malachite green. Detection of these illegal additives is very meaningful and the developed method meets this objective in a simple, rapid and cost effective way. Detection limits for chrysoidin and malachite green in aqueous solutions reached 0.001 mg/L and 0.0001 mg/L respectively. Linear relationship between the Raman intensities and chrysoidin concentrations in range of 0.001-0.05 mg/L was found with regression coefficient (R) of 0.994. To investigate the practical application performance of the method, the substrate was applied to detect chrysoidin in Sprite at 0.01 mg/L and malachite green in fish pond water at 0.0001 mg/L. The SERS method could be an alternative approach for monitoring illegal additives and toxic harmful substances
Magnetic activities and parameters of 43 flare stars in the GWAC archive
In the archive of the Ground Wide Angle Camera (GWAC), we found 43 white
light flares from 43 stars, among which, three are sympathetic or homologous
flares, and one of them also has a quasi-periodic pulsation with a period of
minutes. Among these 43 flare stars, there are 19 new active stars
and 41 stars that have available TESS and/or K2 light curves, from which we
found 931 stellar flares. We also obtained rotational or orbital periods of 34
GWAC flare stars, of which 33 are less than 5.4 days, and ephemerides of three
eclipsing binaries from these light curves. Combining with low resolution
spectra from LAMOST and the Xinglong 2.16m telescope, we found that are in the saturation region in the rotation-activity
diagram. From the LAMOST medium-resolution spectrum, we found that Star \#3
(HAT 178-02667) has double H emissions which imply it is a binary, and
two components are both active stars. Thirteen stars have flare frequency
distributions (FFDs) from TESS and/or K2 light curves. These FFDs show that the
flares detected by GWAC can occur at a frequency of 0.5 to 9.5 yr. The
impact of flares on habitable planets was also studied based on these FFDs, and
flares from some GWAC flare stars may produce enough energetic flares to
destroy ozone layers, but none can trigger prebiotic chemistry on their
habitable planets.Comment: 20 pages, 9 figures, 3 table
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