Research on a Joint Extraction Method of Track Circuit Entities and Relations Integrating Global Pointer and Tensor Learning by Yanrui Chen, Guangwu Chen, Peng Li

“…To address the issue of efficiently reusing the massive amount of unstructured knowledge generated during the handling of track circuit equipment faults and to automate the construction of knowledge graphs in the railway maintenance domain, it is crucial to leverage knowledge extraction techniques to efficiently extract relational triplets from fault maintenance text data. …”
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Impact of Different Hydrate Forms of Magnesium Stearate as a Flow Control Agent on the Physical Stability and Inhalation Efficiency of Carrier-Based Formulations by Jin-Hyuk Jeong, Jaewoon Son, Ji-Hyeon Kwon, Chang-Soo Han, Chun-Woong Park

“…<b>Conclusions</b>: The monohydrate form of magnesium stearate was the most effective force control agent, which reduced interparticulate interactions, thereby enhancing the inhalation efficiency and formulation stability. Thus, selecting an appropriate hydration form of Mg.st can improve DPI performance.…”
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Transport of Fe‐Based Nanoparticles in Porous Media Facilitated by Xanthan Gum: Non‐Monotonic Relation Between Transport Efficiency and Flow Velocity by Guansheng Liu, Lili Huo, Yongming Wu, Zhibing Yang, Jiacheng Xia, Hua Zhong

“…We observed a novel non‐monotonic relation between transport efficiency and flow velocity, where the transport of both Fe‐NPs initially weakened and then enhanced as pore‐water velocity rose within a certain range. …”
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Characterization of respiratory particles released during continuous speech and its relation to mask performance by Veronika Groma, Máté Vörös, János Osán, Balázs G. Madas, Árpád Farkas, Szilvia Kugler, Veronika Müller, Attila Nagy

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AAV capsids target muscle-resident cells with different efficiencies—A comparative study between AAV8, AAVMYO, and AAVMYO2 by Timothy J. McGowan, Nicolas Lewerenz, Eleonora Maino, Marco Thürkauf, Lena Jörin, Markus A. Rüegg

“…While efficient muscle fiber transduction is possible, little is known of their capacity to transduce muscle-residing mononuclear cells. …”
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Evaluation of efficiency and effectiveness of different recruitment strategies for the FINGER‐NL multidomain lifestyle intervention trial via the Dutch Brain Research Registry by Lisa Waterink, Sietske A. M. Sikkes, Lion M. Soons, Sonja Beers, Yvonne Meijer‐Krommenhoek, Ondine van deRest, Smidt Nynke, Joukje M. Oosterman, Erik Scherder, Kay Deckers, Yannick Vermeiren, Rianne A. A. deHeus, Sebastian Köhler, Wiesje M. van derFlier, MOCIA consortium, FINGER‐NL consortium, Marissa D. Zwan

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Leveraging an ensemble of EfficientNetV1 and EfficientNetV2 models for classification and interpretation of breast cancer histopathology images by Mahdi Azmoodeh-Kalati, Hasti Shabani, Mohammad Sadegh Maghareh, Zeynab Barzegar, Reza Lashgari

“…Additionally, we propose two ensemble architectures that integrate different trained EfficientNet models. Our framework achieves a classification accuracy of 99.58%, outperforming conventional CNN models on the BreakHis dataset. …”
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Temporal-spatial evolution analysis of carbon emission efficiency in the logistics industry of coastal provinces in China based on the super-efficiency SBM model by Beilei Wang, Meiling Liu, Shan Gao

“…Existing research indicates that LCEE is closely related to the efficiency levels of neighboring regions, and its temporal and spatial evolution characteristics are also influenced by the change of neighborhood efficiency. …”
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Comparison and Research on Fatigue Strength Analysiswith Different FE Modeling Methods by QU Wenhui, MI Caiying

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Efficiency Analysis of Turkish Container Ports: SFA or DEA? by İsmail Yenilmez

“…SFA better captures external factors and operational challenges, whereas DEA emphasizes relative efficiency. For instance, MARDAŞ exhibited rapid growth in handling volume but low operational efficiency. …”
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Manifestation of intellectual competencies when solving cognitive tasks of different types by Olga V. Shcherbakova, Daria N. Makarova

“…Then, they solved two cognitive tasks (one propositional and one performative). The efficiency of each solution as well as manifestations of ICs during the solving process were assessed through expert evaluation. …”
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The Efficiency of Intense Pulse Light in the Treatment of Hirsute Ladies by Naeem N. Alhayani, Jaafar S. Alkubaisi

“…While there was a high statistically significant difference (P-Value = 0.000) between hair reduction in relation to patients' satisfaction and history of polycystic ovarian disease. …”
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Effects of different training systems and limited irrigation applications on cold storage of pitaya (Hylocereus spp.) fruits by Mustafa UNLU, Lokman ALTINKAYA, Hamide GUBBUK, Harun KAMAN

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Energy Efficiency of Modernization of Translucent Building Envelope Structures by Vitalii Burmaka, Mykola Tarasenko, Kateryna Kozak, Oleksandr Burmaka, Nataliia Sabat

“…The article focuses on determining the energy efficiency of the translucent structures of building envelope (TSBE) use with different lighting and thermal parameters. …”
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EFFICIENCY AND SAFETY OF MELATONIN ADMINISTRATION IN THE PATIENTS WITH ATOPIC DERMATITIS by V. S. Shirinsky, V. M. Nepomnyashikh, M. I. Leonova, O. L. Krugleeva, V. S. Kozhevnikov, N. Yu. Solovyova, A. V. Shurlygina, G. I. Litvinenko, I. V. Shirinsky, O. A. Malysheva

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Experimental studies of the efficiency of a single-row bundle of bimetallic finned tubes with different finning heights in free convective heat exchange with air by E. S. Danilchik, A. B. Sukhotski, V. B. Kuntysh

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An efficient approach on risk factor prediction related to cardiovascular disease around Kumbakonam, Tamil Nadu, India, using unsupervised machine learning techniques by K Kannan, A Menaga

“…The optimal number of clusters is determined using elbow and silhouette methods. The efficiency of the clustering is evaluated using the Hopkins statistic, Dunn’s index, and average Silhouette widths. …”
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Trace Minerals in Poultry Nutrition and the Efficiency of Chelating Forms by Kasım Özek

“…In the last years, lots of studies related to different organic forms of trace minerals on the effects of broiler and laying hens were carried out. …”
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Efficiency of human capital in Poland in terms of sectors and industries by Nawrocki Tomasz, Zieliński Mariusz

“…The research results allow for a positive verification of the hypotheses, i.e., inter-sectoral and inter-industry differences in wages and benefits are related to the efficiency of human capital and tangible fixed assets. …”
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The Improvement of Energy Harvesting Efficiency of Constant Current Source by Martynyuk V.V., Kosenkov V.D., Fedula M.V.

“…The problem of the maximum photovoltaic module of energy harvesting is related to the research of its nonlinearity, which determines operating points at the current-voltage curves under different irradiances and temperatures. …”
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