Publications by authors named "SM Hu"

Detection of trace gases, such as radioactive carbon dioxide, clumped isotopes, and reactive radicals, is of great interest and poses significant challenges in various fields. Achieving both high selectivity and high sensitivity is essential in this context. We present a highly selective molecular spectroscopy method based on comb-locked, mid-infrared, cavity-enhanced, two-photon absorption.

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The present study aimed to investigate the inhibitory effect of luteoloside on the proliferation, migration and invasion of gastric cancer (GC) cells based on network pharmacology and experiments. GC-associated targets were obtained from the GeneCards and Online Mendelian Inheritance in Man databases. Gene Ontology functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis were performed using the Database for Annotation, Visualization and Integrated Discovery.

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  • A study was conducted in Beijing to determine how common dementia is among elderly individuals and how geriatric syndromes affect dementia and mortality risks, using data from 2013 to 2015.
  • The study involved 2,935 elderly participants, revealing a dementia prevalence of 5.9%, with Alzheimer's disease and vascular dementia being the most common types, linked to various risk factors like aging and lower education levels.
  • Over a follow-up period of about 5.4 years, the study found that elderly individuals with dementia had significantly higher mortality rates compared to those without dementia, emphasizing the serious health impact of these conditions.
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The molecular beam plays an important role in chemical dynamics experiments. The density in the beam is one of the critical factors influencing the reaction rate in these studies. Here we present a method based on laser-locked cavity-enhanced absorption spectroscopy to measure the molecular density in the beam.

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Preparing highly excited molecules is of great interest in chemistry, but it has long been a challenge due to the high laser power required within the narrow line width to excite a weak transition. We present a cavity-enhanced infrared excitation scheme using a milliwatt laser. As a demonstration, about 35% of CO molecules in a ground-state rotational level were excited to the highly excited = 3 state in the entire pulsed supersonic beam, as confirmed by the depletion of molecules in the ground state.

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  • Foundation models have achieved strong results in areas like natural language processing and computer vision, but they often require fine-tuning with specific knowledge for expert-level performance.
  • The paper introduces a new adapter called lusterAdapter that enhances the tuning process of the CLIP model, focusing on vision-language tasks using few annotated samples while preventing loss of prior knowledge.
  • Extensive experiments show that lusterAdapter significantly outperforms the original CLIP and other methods, achieving state-of-the-art performance across multiple classification benchmarks, with notable accuracy improvements.
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  • - Neural Radiance Fields (NeRFs) are great for creating detailed new images from different angles but need lots of accurate images and positions to work well.
  • - The SN eRF framework is designed to improve NeRF's effectiveness by working with fewer images and less precise positions by using multiple background knowledge sources.
  • - By matching key points and using a Ray Transformer with depth estimation, SN eRF can optimize NeRF's performance, resulting in high-quality image synthesis for indoor scenes.
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We have developed a mid-infrared Doppler-free saturation absorption spectroscopy apparatus that employs a commercial continuous-wave optical parametric oscillator (CW OPO), complemented by a home-built automation and wavelength scanning system. Here, we report a comprehensive spectral scan of the Q branch transitions of the ν= 1 band of methane (CH) with an average linewidth (FWHM) of 4.5 MHz.

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Wheat yellow mosaic virus (WYMV) causes severe viral wheat disease in Asia. The WYMV P1 protein encoded by RNA2 has viral suppressor of RNA silencing (VSR) activity to facilitate virus infection, however, VSR activity has not been identified for P2 protein encoded by RNA2. In this study, P2 protein exhibited strong VSR activity in Nicotiana benthamiana at the four-leaf stage, and point mutants P70A and G230A lost VSR activity.

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2D-3D joint learning is essential and effective for fundamental 3D vision tasks, such as 3D semantic segmentation, due to the complementary information these two visual modalities contain. Most current 3D scene semantic segmentation methods process 2D images "as they are", i.e.

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Accurate spectroscopic data of carbon dioxide are widely used in many important applications, such as carbon monitoring missions. Here, we present comb-locked cavity ring-down saturation spectroscopy of the second most abundant isotopologue of CO, CO. We determined the positions of 88 lines in three vibrational bands in the 1.

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Precision measurements of molecular transitions to highly excited states are needed in potential energy surface modeling, state-resolved chemical dynamics studies, and astrophysical spectra analysis. Selective pumping and probing of molecules are often challenging due to the high state density and weak transition moments. We present a mid-infrared and near-infrared double-resonance spectroscopy method for precision measurements.

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In order to investigate the properties of metal to metal charge transfer (MMCT) influenced by the relative energy level between the bridging unit and the terminal unit, two groups of heterotrimetallic cyanido-metal-bridged complexes, -[Cp(dppe)Fe-CN-Ru(MeOpy)-NC-Fe(dppe)Cp][X] (1[X]n; = 2, 3, or 4; X = PF or BF) (Cp = cyclopentadiene, dppe = 1,2-bis(diphenylphosphino)ethane, MeOpy = 4-methoxypyridine) and [Cp*(dppe)Fe-CN-Ru(MeOpy)-NC-Fe(dppe)Cp*] [X] (2[X]n; Cp* = 1,2,3,4,5-pentamethylcyclopentadiene; = 2, 3, or 4; X = PF or BF) were synthesized and fully characterized. The crystallography data suggest different oxidation sites in the ground state for one-electron oxidation products 13+ and 23+, and the electrochemical and Mössbauer spectra suggest that in the one-electron oxidation compounds 13+, the charge is delocalized all along the trimetal backbone Fe-Ru-Fe, while in 23+, the charge is rather delocalized between the two metal parts Fe-Ru. Further oxidation of N3+ gives N4+ ( = 1 or 2), during which a spin transfer towards the terminal units is observed in both series.

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  • Objects in aerial images vary significantly in scale and orientation, making detection challenging for standard deep learning models.
  • The proposed sampling equivariant self-attention networks improve feature extraction by adapting to object transformations through localized self-attention and a transformation embedding module.
  • The model outperforms existing methods in sampling equivariance, enhances generalization through a novel normalization technique, and achieves state-of-the-art results on multiple datasets without extra computations or parameters.
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Introduction: Whether and when to monitor the amount of anti-factor Xa (aFXa) activity in critically ill patients with complex diseases to prevent venous thromboembolism (VTE) remain unclear. This study is a randomised controlled trial to investigate the effect of aFXa level monitoring on reducing VTE and to establish a new method for accurately preventing VTE in critically ill patients with low-molecular-weight heparin (LMWH).

Methods And Analysis: A randomised controlled trial is planned in two centres with a planned sample size of 858 participants.

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Precision measurements on the hydrogen molecule are of fundamental importance in understanding molecular theory. Comparison of accurate experimental data and theoretical results are used to test the quantum electrodynamics theory and determine physical constants used in the calculation. We review recent advances and perspectives in the precision spectroscopy of molecular hydrogen, representing state-of-the-art molecular spectroscopy methods and cutting-edge high-precision calculations.

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Wheat yellow mosaic virus (WYMV) causes severe wheat viral disease in Asia. However, the viral suppressor of RNA silencing (VSR) encoded by WYMV has not been identified. Here, the P1 protein encoded by WYMV RNA2 was shown to suppress RNA silencing in Nicotiana benthamiana.

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In this work, fabrication of soybean protein isolate (SPI)/chitosan hydrochloride (CHC) composite particles stabilized O/W Pickering emulsions using soybean oil as an oil phase was optimized by examining the effects of pH, SPI/CHC mass ratio, SPI/CHC composite particle concentration and oil phase fraction on the stability of the emulsions. The results showed that under the conditions of SPI/CHC mass ratio 1:1, pH 4 and particle concentration 2 %, the SPI/CHC composite particles could stabilize the emulsions with oil phase fraction up to 80 %. At an oil phase fraction of 60 %, the emulsions had a minimum particle size.

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A series of trimetallic cyanidometal-bridged compounds [Me Cp(dppe)Fe -(μ-NC)-Ru (MeOpy) -(μ-CN)-Fe (dppe)CpMe ] - [PF ] (N[PF ] , n=0, N =1; n=1, N=2; n=3, N=3; Cp=cyclopentadiene, dppe=1,2-bis(diphenylphosphino)ethane, MeOpy=4-methoxypyridine) and their one- and two-electron oxidized compounds N and N were synthesized and characterized. Meanwhile, a series of corresponding linear cyanido-bridged pentanuclear compounds [Me Cp(dppe)Fe -(μ-NC)-Ru (MeOpy) -(μ-NC)-Ag -(μ-CN)-Ru (MeOpy) -(μ-CN)-Fe (dppe)CpMe ][BF ] (M[BF ] , n=0, M=4; n=1, M=5; n=3, M=6) were also obtained and well characterized. The investigations suggest that in the trinuclear system there exists remote interaction between the two Fe centers, but no significant interactions exist across the central silver unit between the metals on the two sides of the silver center in the pentanuclear system.

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  • Chronic allograft dysfunction (CAD) is a major reason for kidney transplant failure, and inflammation is a key factor in its development.
  • This study analyzed the effects of vitamin D (VD) supplementation on kidney transplant recipients (KTRs) suffering from chronic antibody-mediated rejection (CAMR) and found that VD helped reduce inflammatory cytokines.
  • Results indicated that KTRs receiving VD showed improved kidney function (higher eGFR levels) and decreased inflammation markers, highlighting vitamin D's role in protecting and maintaining graft function.
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3D face generation has achieved high visual quality and 3D consistency thanks to the development of neural radiance fields (NeRF). However, these methods model the whole face as a neural radiance field, which limits the controllability of the local regions. In other words, previous methods struggle to independently control local regions, such as the mouth, nose, and hair.

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  • The Skeleton-CutMix framework enhances skeleton augmentation for supervised domain adaptation, specifically targeting skeleton-based action recognition tasks.
  • Unlike existing methods that focus on complex loss functions for domain alignment, this approach generates mixed domain skeletons by combining bones from both source and target domains, effectively reducing domain shift.
  • Experimental results on datasets like NTU-60 and ETRI-Activity3D show that this bone-exchange method improves action recognition accuracy by over 3%, outperforming previous domain adaptation techniques and existing skeleton augmentation methods.
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Measurement-device-independent quantum key distribution (MDI-QKD) enables two legitimate users to generate shared information-theoretic secure keys with immunity to all detector side attacks. However, the original proposal using polarization encoding is sensitive to polarization rotations stemming from birefringence in fibers or misalignment. To overcome this problem, here we propose a robust QKD protocol without detector vulnerabilities based on decoherence-free subspaces using polarization-entangled photon pairs.

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