Publications by authors named "Guowei Yang"

Article Synopsis
  • - The paper introduces a new multi-source domain transfer learning (MST) method designed to lower the training costs for deep neural network (DNN) equalizers used in intensity-modulation and direct-detection (IMDD) systems.
  • - This MST approach differs from typical transfer learning by selecting and using data with various channel parameters to create a multi-source domain dataset, enhancing the model’s ability to generalize across different conditions.
  • - The MST equalizer was tested in an 80Gb/s PAM-4 IMDD short-reach system and showed significant improvements, achieving a low bit error rate that meets industry standards while dramatically reducing both training time (by 87%) and the amount of training data needed (by 65
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  • 2D layered materials (2DLMs) are gaining attention in photodetection due to their high carrier mobility, unique electronic structures, and effective light-harvesting abilities, leading to advancements in the optoelectronic industry.
  • Self-driven photodetectors offer significant benefits over traditional devices, such as low energy use and compact design, but face challenges in fabrication and interface issues with common construction methods.
  • The review discusses innovative strategies like strain modulation and asymmetric contacts for developing self-driven 2DLM photodetectors, while also identifying challenges and suggesting solutions to enhance their performance and integration.
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  • - The study assessed the safety and effectiveness of two procedures, PTCD and ERCP, for managing malignant obstructive jaundice (MOJ) in 520 patients, comparing their outcomes in palliative and preoperative drainage scenarios.
  • - PTCD showed higher technical success and better reductions in bilirubin levels compared to ERCP, although it had a higher risk of tube displacement, while ERCP had higher rates of biliary infections and pancreatitis.
  • - PTCD not only provided faster bilirubin reduction in preoperative settings but also facilitated quicker surgery dates, suggesting it may be preferred for improving liver function and infection control before surgery.
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  • * Recent advancements in COF-based catalysts have shown they can effectively support energy storage and conversion applications, especially in electrocatalysis.
  • * The review covers the latest designs, synthesis, and performance comparisons of COF-based SACs and DACs in oxygen catalysis, highlighting the importance of strategic development for future improvements in sustainable energy solutions.
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Silique development exerts significant impacts on crop yield. CRPs (Cysteine-rich peptides) can mediate cell-cell communication during plant reproduction and development. However, the functional characterization and regulatory mechanisms of CRPs in silique development remain unclear.

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Daily meteorological observation data of the early period (pre-1950) were critically important for investigating the long-term trends and multi-decadal scale variability of extreme climate events. The high-resolution surface air temperature (SAT) data for time period before 1950 are lacking in China. We extended the SAT observations of China back to 1840 through developing a pre-1950 daily SAT dataset.

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Matrine and oxymatrine are mainly obtained from using the high-temperature and prolonged solvent extraction methods currently employed in industries. In this study, an ultrafast and highly efficient method for extracting matrine and oxymatrine from at room temperature using laser technology, specifically, laser extraction, was demonstrated. The laser extraction rates for matrine and oxymatrine from at room temperature for 1 min were 266.

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  • The study aimed to evaluate the effectiveness of transarterial chemoembolization (TACE) alone versus TACE combined with external beam radiation therapy (EBRT) in treating patients with hepatocellular carcinoma (HCC).
  • 74 patients were treated between 2017 and 2022, with 39 receiving TACE only and 35 receiving the combination treatment, focusing primarily on overall survival (OS) and secondary outcomes like progression-free survival (PFS) and local tumor control.
  • The results indicated that while TACE + EBRT improved local control duration significantly and had slightly better PFS and OS compared to TACE alone, both treatments had comparable toxicity levels, supporting the combination as a standard option for treating non-re
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Currently, there is not much success in solving the molecular and crystal structures of long-chain metal alkanethiolate complexes [M(SCH)] at the atomic level. Taking Sb(SCH) () as an example, we herein disclose the structural characteristics of long-chain trivalent antimony(III) alkanethiolates Sb(SCH) ( ≥ 12) by single-crystal X-ray crystallography. Specifically, the Sb atom is three-coordinated by alkanethiolate ligands and a slightly distorted triangular pyramid SbS core is formed owing to the unique intramolecular stereochemistry of three alkyl chains, namely, two of them almost parallel aligning and the third chain extending alone around the SbS core.

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Temperature and pulse waves are two fundamental indicators of body health. Specifically, thermoresistive flexible temperature sensors are one of the most applied sensors. However, they suffer from poor reproducibility of resistivity; and decoupling temperature from pressure/strain is still challenging.

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Cordyceps militaris, Chinese traditional medicinal fungus, has many bioactive properties. Cordycepin (3'-deoxyadenosine) is a major bioactive component of C. militaris.

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  • Hepatocellular carcinoma (HCC) is a major cause of cancer deaths, and this study investigates how paraspeckle genes (SFPQ, DDX39B, and UBAP2) relate to HCC prognosis, particularly in terms of angiogenesis and immune evasion.
  • The researchers analyzed cancer samples from the TCGA database to see how these genes correlated with patient outcomes, using various methods like clustering and survival analysis to categorize patients based on their risk levels.
  • The findings indicate that higher levels of these paraspeckle genes are linked to worse outcomes for HCC patients, suggesting they could serve as important biomarkers and potential treatment targets for personalized HCC therapies.*
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Colorectal cancer (CRC) is one of the most common gastrointestinal tumors. Src homology-2 domain-containing protein tyrosine phosphatase-2 (SHP2) mutations occur in human solid tumors, including CRC. However, the function and underlying mechanism in CRC have not been well characterized.

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With distinctive advantages spanning excellent flexibility, rich physical properties, strong electrostatic tunability, dangling-bond-free surface, and ease of integration, 2D layered materials (2DLMs) have demonstrated tremendous potential for photodetection. However, to date, most of the research enthusiasm has been merely focused on developing novel prototype devices. In the past few years, researchers have also been devoted to developing various downstream applications based on 2DLM photodetectors to contribute to promoting them from fundamental research to practical commercialization, and extensive accomplishments have been realized.

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Urban traffic flow prediction plays a crucial role in intelligent transportation systems (ITS), which can enhance traffic efficiency and ensure public safety. However, predicting urban traffic flow faces numerous challenges, such as intricate temporal dependencies, spatial correlations, and the influence of external factors. Existing research methods cannot fully capture the complex spatio-temporal dependence of traffic flow.

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Aiming at the difficulty of traditional chaotic-shift-keying (CSK) systems in resisting return map attacks, we propose an optical chaotic communication system based on time-delayed shift keying and common-signal-induced synchronization. This scheme combines amplified spontaneous emission (ASE) noise, phase modulator (PM), and fiber Bragg grating (FBG) to achieve dual masking in both intensity and phase fields, achieving 10Gb/s information transmission. A common-signal-induced method is used to achieve the synchronization of the system.

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By combining Pd with 2D layered crystal CuInPS (CIPS) via laser irradiation in liquids, low-loading Pd@CIPS core-shell nanospheres are fabricated as an efficient and robust electrocatalysts for HER in both alkaline and acidic media under large current density (⩾1000 mA cm). Pd@CIPS core-shell nanosphere has two structural features, i) the out-shell is the nanocomposite of PdH and PdInH, and ii) there is a kind of dendritic structure on the surface of nanospheres, while the dendritic structure porvides good gas desorption pathway and cause the Pd@CIPS system to maintain higher HER activity and stability than that of commercial Pt/C under large current densities. Pd@CIPS exhibits very low overpotentials of -218 and -313 mV for the large current density of 1000 mA cm, and has a small Tafel slope of 29 and 63 mV dec in 0.

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Despite the excellent photocatalytic activity under visible light, graphitic carbon nitride (g-CN) exhibits a high overpotential for hydrogen evolution. To address this issue, cocatalysts have been utilized to modify g-CN. However, the use of high-performance cocatalysts typically involves noble metals such as platinum and palladium, which are cost-prohibitive for practical applications.

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Ultrafast N fixation reactions are quite challenging. Currently used methods for N fixation are limited, and strong dinitrogen bonds usually need to be activated via extreme temperature or pressure or by the use of an energy-consuming process with sophisticated catalysts. Herein, we report a novel laser-based chemical method for N fixation under ambient conditions without catalysts, this method is called laser bubbling in liquids (LBL), and it directly activates N in water (HO) and efficiently converts N into valuable NH (max: 4.

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Two-dimensional inorganic-organic hybrid layered semiconductors are actively studied because of their naturally formed multiquantum well (MQW) structures and associated optical, photoelectric, and quantum optics characteristics. Silver benzeneselenolate (AgSePh, Ph = CH) is a new member of such hybrid layered materials, but has not fully been exploited. Herein, we present a quasi-solution method to prepare high quality free-standing AgSePh flake-like microcrystals by reacting diphenyl diselenide (PhSe) with silver nanoparticles.

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Hydrogen (H) and hydrogen peroxide (HO) play crucial roles as energy carriers and raw materials for industrial production. However, the current techniques for H and HO production rely on complex catalysts and involve multiple intermediate steps. In this study, we present a straightforward, environmentally friendly, and highly efficient laser-induced conversion method for overall water splitting to simultaneously generate H and HO at ambient conditions without any catalysts.

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Real-time monitoring and timely risk warnings for the safety, health, and fatigue of underground miners are essential for establishing intelligent mines, enhancing the safety of production, and safeguarding the well-being of miners. This concerns the collection, transmission, and processing of relevant data. To minimize physical strain on miners, data collection functions are consolidated into two wearable terminals: an electronic bracelet equipped with reliable, low-power components for gathering vital sign data and transmitting them via Bluetooth and a miner lamp that integrates multi-gas detection, personnel positioning, and wireless communication capabilities.

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As a good carrier of hydrogen, ammonia-water has been employed to extract hydrogen in many ways. Here, we demonstrate a simple, green, ultrafast, and highly efficient method for hydrogen extraction from ammonia-water by laser bubbling in liquids (LBL) at room temperature and ambient pressure without catalyst. A maximum apparent yield of 33.

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