Quantifying Efficiency Roll‐Off Factors in Quantum‐Dot Light‐Emitting Diodes by Xianchang Yan, Xitong Zhu, Boning Wu, Yizheng Jin, Wenming Tian, Shengye Jin

“…A green QLED with a peak external quantum efficiency (EQE) of 26.8% is studied as an example. …”
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Quantized Feedback Control of Active Suspension Systems Based on Event Trigger by Jinwei Sun, Jingyu Cong, Weihua Zhao, Yonghui Zhang

“…In addition, the trigger mechanism can improve the working efficiency of actuators effectively.…”
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Optimizing binary neural network quantization for fixed pattern noise robustness by Francisco Javier Andreo-Oliver, Gines Domenech-Asensi, Jose Angel Diaz-Madrid, Ramon Ruiz-Merino, Juan Zapata-Perez

“…Abstract This work presents a comprehensive analysis of how extreme data quantization and fixed pattern noise (FPN) from CMOS imagers affect the performance of deep neural networks for image recognition tasks. …”
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Energy efficiency joint optimization algorithm for low-precision ADC massive MIMO systems by Haiyan CAO, Wenjuan HU, Yingjuan ZHI, Fangmin XU, Xin FANG

“…An uplink energy efficiency optimization algorithm based on alternating optimization algorithm was proposed for large-scale multiple-input multiple-output (MIMO) systems with low-precision analog to digital converters (ADC).That is,based on the maximum ratio combining (MRC) reception,an optimization model aiming at maximizing energy efficiency was established,and then the original fractional form optimization problem was converted into an equivalent subtractive form according to the nature of the fractional programming.In the case where the number of quantization bits was constant,the iterative optimization of the transmission power and the pilot length were performed.Simulation results show that the proposed algorithm has better spectral efficiency and energy efficiency.…”
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Edge-assisted UAV onboard video compression and transmission for efficient inference of patrolling tasks by YANG Peng, LIANG Yuxin, KONG Yuxin, LIU Mingliu

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Causal signals between codon bias, mRNA structure, and the efficiency of translation and elongation by Cristina Pop, Silvi Rouskin, Nicholas T Ingolia, Lu Han, Eric M Phizicky, Jonathan S Weissman, Daphne Koller

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Evaluation of Efficiency of Groundwater Desalination Plants in Different Hydrogeological Conditions in Salahaddin Governorate/ Iraq by Manahil A. Mahmood Al-Bayati, Sabbar A. Saleh, Waleed M. Al-Abdraba

“…So, there are a lot of wells in these sub-basins, have best quality than the supply wells of the stations under study. 17samples were collected for selected desalination stations, three or four samples for each station included raw water (well water), desalinated water, mixed desalinated water, and rejected water, the field and laboratory tests were conducted on the different types of sampled water, the concentrations of more than seventy element were measured, included major anions and cations, minor and trace elements, the results were compared with local and international standards for drinking water. it is found that the raw water unsuitable for human use, the desalinated and mixed desalinated water are within the allowable limits of these standard, but these standards ignored most of the trace elements which were not discussed in the documents that annexed with these standard, and did not specify the permitted upper limits, despite the that some of these elements increases in the desalinated water in comparison with the raw water, light has been focused to the negative effects of these elements on public health. The efficiency of desalination evaluated for these stations depending on the qualitative standards, then, the qualitative criteria were adopted for quantitative evaluation, and show that the stations with high efficiency, its efficiency in removing dissolved solids (TDS) ranged between (81.31% - 98.18%), regarding to quantitative desalination efficiency, the percentage of desalinated water to the raw ranged between (29% -70.37%). …”
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Opening Up Efficiency: A Deep Dive into Property Management in Zanzibar’s Commercial Hubs by Said Saida Abdalla, Lucian Charles Alibaho

“…Operational efficiency ratings were low across parameters such as the speed of service delivery, the quality of maintenance, and the cost efficiency. …”
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Analysis of Production Efficiency: Comparison of Power Conversion Using Diode and Thyristor in Circular Saw by Budi Kristiyono, Dwi Sari Ida Aflaha

“…The research used a quantitative approach through controlled experiments, testing five machines from each method based on power consumption, cutting speed, and cutting productivity. …”
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Research on the efficiency of rocket mine laying under the different wind speed and wind direction by TU Jiangang, WANG Wei, ZHAO Kuisheng, CHEN Shi

“…The research results demonstrate the quantitative relationship between the operational efficiency of rocket mine laying bombs and wind speed and direction, which provides methodological support for the rational use of rocket mine laying system in actual combat environment.…”
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Efficiency Testing of Pelton Turbines with Artificial Defects—Part 2: Needles and Seat Rings by Florian Fahrni, Thomas Staubli, Ernesto Casartelli

“…The erosion of Pelton turbine components in mountainous areas with high sediment input is a major challenge for energy- and cost-efficient operation. Quantitative data on possible efficiency losses associated with local damage are needed. …”
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E-COMMERCE LOGISTICS EFFICIENCY, DELIVERY COSTS, AND ONLINE PURCHASE FREQUENCY IN SOUTH AFRICA by AGBEYINKA YINKA IBRAHIM

“…This study investigated the influence of e-commerce logistics efficiency and average delivery cost per order on online purchase frequency. …”
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Improvement of Gas Drainage Efficiency via Optimization of Sealing Depth of Cross-Measure Boreholes by Pu Li, Zhiheng Cheng, Liang Chen, Hongbing Wang, Jialin Cao

“…The sealing depth of a gas-drainage borehole is critically important as it directly affects the efficiency of the whole drainage system. In order to determine the shortest reasonable sealing depth, in this paper, a theoretical drainage model using different sealing depths was proposed. …”
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Efficient "communication through coherence" requires oscillations structured to minimize interference between signals. by Thomas E Akam, Dimitri M Kullmann

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The Relationship Between Digital Transformation and Organisational Efficiency in China: The Mediating Role of Information Disclosure by Fengyuan Li

“…The current study examined the multifaceted effects of digital transformation on information disclosure and organisational efficiency in Chinese-listed companies. In this study technology adoption, digital strategy, process automation, transparency, and process innovation are used to understand the digital transformation to drive information disclosure towards organisational efficiency. …”
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An unsupervised machine learning based approach to identify efficient spin-orbit torque materials by Shehrin Sayed, Hannah Calzi Kleidermacher, Giulianna Hashemi-Asasi, Cheng-Hsiang Hsu, Sayeef Salahuddin

“…Among them, 16 candidate materials are expected to exhibit an SOT efficiency greater than unity, and one of them has recently been confirmed with experiments with quantitative agreement with the model prediction.…”
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PixelCraftSR: Efficient Super-Resolution with Multi-Agent Reinforcement for Edge Devices by M. J. Aashik Rasool, Shabir Ahmed, S. M. A. Sharif, Mardieva Sevara, Taeg Keun Whangbo

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Energy-Efficient Smart Irrigation Technologies: A Pathway to Water and Energy Sustainability in Agriculture by Umar Daraz, Štefan Bojnec, Younas Khan

“…This study examines the impact of solar-powered smart irrigation on agricultural productivity, water conservation, and energy efficiency in the Cholistan Desert. Using a quantitative cross-sectional design, data were collected from 384 farmers via structured questionnaires. …”
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Efficiency and Optimal size of Italian Public Hospitals: Results from Data Envelopment Analysis by Monica Giancotti, Giorgia Rotundo, Vito Pipitone, Marianna Mauro

“…Background: One of the major issues discussed in the literature about hospital efficiency is the impact of hospital size on technical efficiency. …”
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Improving Monocular Depth Estimation Through Knowledge Distillation: Better Visual Quality and Efficiency by Chang Yeop Lee, Dong Ju Kim, Young Joo Suh, Do Kyung Hwang

“…The proposed approach effectively mitigates visual limitations, including blurred object boundaries and discontinuous artifacts, while preserving quantitative performance. Beyond addressing these visual challenges, the innovative KD framework reduces the complexity of depth information, thereby significantly enhancing computational efficiency. …”
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