Optimizing Large Railway Vision Models for Efficient In-Context Learning by Xuemei Zhan, Xubo Wu, Hua Ma

“…Additionally, we implement a multi-level feature concatenation technique to enhance transferability across different railway-related tasks and reduce the computation cost. …”
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Investigating neural efficiency in the visuo-spatial domain: an FMRI study. by Ilona Lipp, Mathias Benedek, Andreas Fink, Karl Koschutnig, Gernot Reishofer, Sabine Bergner, Anja Ischebeck, Franz Ebner, Aljoscha Neubauer

“…These findings may contribute to a better understanding of the neural efficiency hypothesis, and possibly also of gender differences in the visuo-spatial domain.…”
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Energy-Efficient Coalition Games with Incentives in Machine-to-Machine Communications by Raymond W. Juma, Anish M. Kurien, Thomas O. Olwal

“…The proposed schemes have shown good energy-efficient performance results in the recent past. However, sustaining cooperation amongst coalition games of M2M devices from different network-operating authorities requires appropriate incentives. …”
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An adaptive switched capacitor strategy for efficiency optimization in LLC converters by Xia Peng, Wei Li, Qi Liu, Wai Tung Ng

“…Using this model, the optimal resonant capacitance for different load conditions to maximize efficiency can be calculated on-the-fly. …”
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The Technical Efficiency of Specialised Milk Farms: A Regional View by Jindřich Špička, Luboš Smutka

“…In the next step, the two-sample t-test determines differences of economic and structural indicators between efficient and inefficient regions. …”
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Effect of the Frictional Properties of Sunflower Seeds on the Efficiency of Pressing Equipment by Berezin M., Borisov V.

“…The obtained data are of practical importance and can be used to improve the efficiency of pressing equipment.…”
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Reorganizing outpatient spine services increased efficiency and patient satisfaction by Arkan Sam Sayed-Noor, Thomas Torstensson, Björn Knutsson

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Dynamic evolution of innovation efficiency of China’s new energy enterprises by Tian Zhao, Meilu Sun, Jiangxiang Zhang

“…A threshold regression model identified nonlinear macroeconomic impacts on convergence, using 2,182 firm-year observations across 30 provinces.Results(1) The innovation efficiency of China’s new energy enterprises is relatively low, with significant spatial and temporal differences but a consistent upward trend. …”
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AEMF: An Attention-Based Efficient and Multifeature Fast Text Detector by Wanqi Ma, Chaoyu Yang, Jie Yang, Jian Wu

“…This algorithm is an attention-based efficient and multifeature fast text detector (termed AEMF). …”
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Enhanced Efficiency Liquid Nitrogen Fertilizer Management for Corn Production by Tyler W. Steusloff, Gurbir Singh, Kelly A. Nelson, Peter P. Motavalli

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Repeater Power Conversion Efficiency in Submarine Optical Communication Systems by Xiaojun Liang, John D. Downie, Jason E. Hurley

“…The repeater E/O power conversion efficiency is directly related with cable capacity, as well as capacity per power and cost per capacity analysis. …”
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The efficiency analysis methods of decontamination of Fukushima Prefecture territory (Japan) by Dmitriy V. Aron

“…There was another objective of estimating the expected decontamination expenditure for these territories and the economic efficiency of this measure in accordance with the official international recommendations. …”
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A selection guide for efficient graphene oxide-composite adsorbents by Jafar I. Abdelghani, Fawwaz I. Khalili, Nabil N. AL-Hashimi, Amjad H. El-Sheikh, Moayad A. Khwara

“…From the experimental results, the guide's criteria for selecting the most practical adsorbent were set as follows: adsorption capacity ≥684 mg/g, solid to liquid ratio ≤0.9 g/L, equilibrium time ≤70 min, pH 10.0 for cationic dyes and 5.5 for anionic dyes, recyclability ≥5 cycles with a final efficiency ≥90 %, and ease recovery from solution by an external magnet or decantation. …”
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Comparative analysis of the efficiency and ergonomics of wired and wireless ultrasound systems by A. A. Emel'yantsev, I. S. Zheleznyak, I. V. Kipriyanova, A. Ya. Latysheva, G. G. Romanov, L. V. Voronkov, T. D. Vengerovich

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Is medical therapy alone efficient for the management of Medication-related osteonecrosis of the jaw bones (MRONJ) in all stages?: a comparative single-center case-control study by Busehan Bilgin, Öznur Özalp, Mehmet Ali Altay, Alper Sindel

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New Class of Estimators for Finite Population Mean Under Stratified Double Phase Sampling with Simulation and Real-Life Application by Abdulaziz S. Alghamdi, Hleil Alrweili

“…To further demonstrate the superiority of the suggested class of estimators for dealing with extreme values, an analysis of three different datasets demonstrates that they consistently provide higher percent relative efficiency (PRE) when compared to existing estimators.…”
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MAMMARY RECONSTRUCTIVE SURGERY FOLLOWING MASTECTOMY: EFFICIENCY AND PROSPECTIVES FOR IMMUNOTROPIC THERAPY by I. A. Karpov, A. S. Simbirtsev

“…Hence, Betaleukin and «Bestim» display clinical and immunologic efficiency in management of the patients with malignant breast tumors following reconstructive surgery. …”
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Efficient and Accurate Calibration of Discrete Element Method Parameters for Black Beans by Xuezhen Wang, Qinghang Zhai, Shihao Zhang, Qianwen Li, Hanmi Zhou

“…A static friction coefficient of 0.202 and rolling friction coefficient of 0.0104 between BLBs were obtained based on the optimization results. A low relative error (0.74%) and insignificant difference (<i>p</i> > 0.05) between the simulated and measured repose angles were found. …”
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Study of the energy flow and Global Warming Potential (GWP) of alfalfa and maize silage production with different water supply sources (a case study: Qazvin Plain) by Ehsan Khodarezaie, Korous Khoshbakht, Hadi Veisi, Mohammad Reza Nazari

“…Alfalfa and maize silage need a relatively high irrigation water requirement. This paper evaluates the energy flow and Global Warming Potential (GWP) of alfalfa and maize silage farms with two different water supply sources (well and canal) in Qazvin Plain.Material and methods: The data were collected through face-to-face interviews with farmers in the years 2018-2019. …”
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Sourceless efficiency calibration method for γ spectrum based on numerical analysis by YE Erlei, SHEN Chunxia, NAN Hongjie, LAI Yongfang

“…Additionally, this work can be extended to the efficiency calibration of nuclear radiation detectors with different shapes, providing a new pathway for the efficiency calibration of detectors.…”
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