Analysis of on-board Monitor Ethernet Performance Test Based on RFC2544 Standard by YANG Ying, WU Weizhen, REN Xianghui, XIA Yinbo

“…In order to test Ethernet communication ability of on-board monitor effectively, professional software test according to RFC2544 test standard was carried out. …”
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Biomimetic Modeling of Copper Complexes: A Study of Enantioselective Catalytic Oxidation on D-(+)-Catechin and L-(−)-Epicatechin with Copper Complexes by Francesco G. Mutti, Roberta Pievo, Maila Sgobba, Michele Gullotti, Laura Santagostini

“…The unstable quinones were trapped by the nucleophilic reagent, 3-methyl-2-benzothiazolinone hydrazone (MBTH), and have been calculated the molar absorptivities of the different quinones. The catalytic efficiency is moderate, as inferred by kinetic constants, but the complexes exhibit significant enantio-differentiating ability towards the catechols, albeit for the dinuclear complexes, this enantio-differentiating ability is lower. …”
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Early warning strategies for corporate operational risk: A study by an improved random forest algorithm using FCM clustering. by Xini Fang

“…Secondly, the Criteria Importance Through Intercriteria Correlation (CRITIC) weight method is employed to determine the importance of these risk indicators, thereby enhancing the model's prediction ability and stability. Following this, the FCM clustering algorithm is utilized for pre-processing sample data to improve the efficiency and accuracy of data classification. …”
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Exploring the Role of EU Subsidies in Enhancing the Competitiveness of Slovak Farms by Ivana Kravčáková Vozárová, Rastislav Kotulič

“…Based on the results, it has been confirmed that subsidies support the income side of farms and improve the overall cost-to-revenue ratio, which is reflected in better cost efficiency. These subsidies contribute to increasing the competitiveness of agricultural enterprises by allowing farms to better cover their costs, which can have a positive impact on their ability to compete in the market in both the short term and long term.…”
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Selection of Infective Arbuscular Mycorrhizal Fungal Isolates for Field Inoculation by Elisa Pellegrino, Chandra Kamatchi Ramasamy, Cristiana Sbrana, Paolo Barberi, Manuela Giovannetti

“…AM fungi differ in their symbiotic performance, which is the result of the interaction of two fungal characters, infectivity and efficiency. Infectivity is the ability of a fungal isolate to establish rapidly an extensive mycorrhizal symbiosis and is correlated with pre-symbiotic steps of fungal life cycle, such as spore germination and hyphal growth. …”
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Evaluating the Activity of Ultrasound on Biofilm Formation by Acinetobacter baumannii isolated from clinical Specimens by Shymaa Ali, Halah H. Al-Haideri, Amna M. Al Hishimi

“…The aims of the study are to investigate the antibiotic susceptibility profile of clinically isolated A. baumannii, biofilm production, and the efficiency of Low Frequency Ultrasound (LFU) and honey to attenuate biofilm production. …”
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Identification model of mine water inrush source based on XGBoost and SHAP by Bencong Kou, Tingxin Wen

“…The Sparrow Search Algorithm combines Tent chaos mapping and Levy flight strategy (CLSSA), which makes the optimization process better balance the global search ability and local search ability, so as to improve the efficiency and effect of parameter optimization. …”
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A distance-aware approach for reliable out-of-distribution detection of wind turbine gearbox fault diagnosis by Jingxin Zhou, Yao Zhao

“…To address this, we introduce Spectral Normalization and Gaussian Process methods into Res2Net framework to enhance its ability to detect out-of-distribution data. Spectral Normalization and Gaussian Process improve the model’s ability to assess the distance between test and training data. …”
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Particle Swarm Optimization–Long Short-Term Memory-Based Dynamic Prediction Model of Single-Crystal Furnace Temperature and Heating Power by Lin Hou, Dedong Gao, Shan Wang, Wenyong Zhang, Haixin Lin, Yan An

“…Existing sensor technologies can only monitor these parameters in real time, lacking the ability to predict future trends, which limits the ability to implement preventive control before issues arise. …”
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GNEA: A Graph Neural Network with ELM Aggregator for Brain Network Classification by Xin Bi, Zhixun Liu, Yao He, Xiangguo Zhao, Yongjiao Sun, Hao Liu

“…We propose an aggregator based on extreme learning machine (ELM) that boosts the aggregation ability and efficiency of graph convolution without iterative tuning. …”
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Cilium height difference between strokes is more effective in driving fluid transport in mucociliary clearance: A numerical study by Ling Xu, Yi Jiang

“…We also test the effect of mucus viscosity, whose value is found to be inversely proportional to the transport ability. While multiple parts have to interplay and coordinate to allow for most effective mucociliary clearance, our findings from a simple model move us closer to understanding the effects of the cilia motion on the efficiency of this clearance system.…”
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Extracting organs of interest from medical images based on convolutional neural network with auxiliary and refined constraints by Fenghui Lian, Yingjie Sun, Meiyu Li

“…The involvement of refined constraint contributes to ameliorate training situation, optimize model performance, and boost its ability of collecting information for segmentation. …”
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Nanotechnology-Enhanced Face Masks: Future Scopes and Perspectives by Ashraf Maher, Mohamed S. Abdo, Hany S. Abdo

“…These properties give new-generation masks the ability to remove the drawbacks of traditional surgical masks, such as microbial growth and low filtration efficiency. …”
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Proximal <italic>LSSVR</italic> of Gauss-Laplacian With Mixed-Noise-Characteristics and Its Applications for Short-Term Wind-Speed Forecasting by Ting Zhou, Shiguang Zhang

“…It possesses the traits of high efficiency, simplicity, and good generalization ability. …”
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A sigmoid attractiveness based improved firefly algorithm and its applications in IIR filter design by Ao Liu, Peng Li, Xudong Deng, Liang Ren

“…These improvements are twofold: first, a sigmoid-based attractiveness is employed to reformulate its definition and strengthen its local refinement ability; second, a dynamic step parameter tuning strategy is designed to adjust the random search intensity and narrow the search space iteratively to strengthen its global search ability. …”
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Thermally assisted healable film based on modified natural rubber-bearing benzyl chloride functionality by Rattanawadee Ninjan, Bencha Thongnuanchan, Natinee Lopattananon, Subhan Salaeh, Anoma Thitithammawong

“…After the healing process, the cured film showed a healing efficiency of 49.67% in tensile strength (7.61 MPa). …”
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Unmanned Surface Vessel Cluster Path Planning Based on Deep Reinforcement Learning by Manjiang YU, Jiawei HE, Bowen XING

“…Firstly, a long and short-term memory module was introduced based on the multi-agent deep deterministic policy gradient algorithm to enhance the ability of the USVs to utilize the temporal information in path planning; secondly, a multi-level representational experience pool was designed to improve the training efficiency and data utilization and reduce the interference between different experiences; finally, stochastic network distillation was used as a curiosity mechanism to provide intrinsic rewards for the USVs to explore new regions and solve the convergence due to the sparse rewards. …”
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Performance Analysis of the IEEE 802.11s PSM by Mirza Nazrul Alam, Riku Jäntti, Jarkko Kneckt, Johanna Nieminen

“…With the introduction of IEEE 802.11 power save mode (PSM), a lot of work has been done to enhance the energy saving ability of the wireless nodes. The ultimate goal of the research is to make the networking equipment carbon neutral and prolong the lifetime of the energy limited device for various applications; in some cases it is a trade-off between energy efficiency and delay. …”
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Reprogramming‐derived gene cocktail increases cardiomyocyte proliferation for heart regeneration by Yuan‐Yuan Cheng, Yu‐Ting Yan, David J Lundy, Annie HA Lo, Yu‐Ping Wang, Shu‐Chian Ruan, Po‐Ju Lin, Patrick CH Hsieh

“…Abstract Although remnant cardiomyocytes (CMs) possess a certain degree of proliferative ability, efficiency is too low for cardiac regeneration after injury. …”
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Research on the construction of English vocabulary learning recommendation system based on multi-objective crow search algorithm by Mengli Li

“…With the development of online education and the application of intelligent recommendation technology, personalized English vocabulary learning systems have gradually become an essential tool for learners to improve their vocabulary and language ability. This study proposes an English vocabulary learning recommendation system based on the multi-objective Crow search algorithm (MOCSO), which aims to enhance learners' learning effect and experience by balancing multiple objectives, such as learning efficiency, content diversity, personalized recommendation, and user experience. …”
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