Study on Amino Ionic Liquid/CO2 High-temperature and High-efficiency Absorption Refrigeration Cycle by Zhao Tianyu, Guo Kaihua, Huangfu Lixia, Chen Ying

“…When the generator temperature was 393.15 K and evaporation temperature was 278.15 K, the refrigeration-cycle efficiency could reach 0.85. At higher generator temperatures, the refrigeration cycle efficiency could reach up to 0.91, indicating that the working fluid can possibly become a new type of absorption refrigerant.…”
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Leveraging the Global Innovation Index to Boost Manufacturing Efficiency in Algeria: An ARDL Model Study (2011-2022) by Souleyman Beghni, Meriyam Gourari

“…Furthermore, the context-specific findings may not be applicable to countries with different economic structures. Enhancing the efficiency of innovation investments could lead to significant growth in Algeria's manufacturing industries, with potential social impacts including broader economic development, increased employment, and social stability. …”
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An Efficient Fine-Grained Recognition Method Enhanced by Res2Net Based on Dynamic Sparse Attention by Qifeng Niu, Hui Wang, Feng Xu

“…This paper presents an efficient architecture built upon the Res2Net backbone, significantly enhanced by a dynamic Sparse Attention mechanism. …”
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Research of the factorial knowledge assessment paradigm efficiency illustrated by an example of testing students in the automatic control theory by Rudolf A. Neydorf, Elena N. Obukhova

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Computationally efficient solution for finding the current density on the illuminated and shadow sides of an infinitely thin circular disk by Dmitry K. Ketukh

“…The article is devoted to the development of a computationally efficient numerical solution to the diffraction problem on an infinitely thin ideally conducting circular disk. …”
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An improved multiscale fusion dense network with efficient multiscale attention mechanism for apple leaf disease identification by Hui LIU, Dandan DAI

“…Second, this work used three attention mechanisms, and the efficient multiscale attention mechanism obtained the best performance. …”
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Incremental Efficiency of Electricity Generation Based on Thermal Consumption at CHPPs and its Importance in Reducing Carbon Emissions by Suvorov D.M.

“…The significance of the results obtained lies in their applicability for solving problems of ensuring maximum efficiency during involving cogeneration turbines in regulating electric load schedules in different boundary conditions.…”
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Emergency Messages Dissemination Challenges Through Connected Vehicles for Efficient Intelligent Transportation Systems: A Review by Muhammad Akram Akram Mujahid, Kamalrulnizam Bin Abu Bakar, Tasneem S.J Darwish, Fatima Zuhra, Muhammad Aamer Ejaz, Gul Sahar

“…The ITS is based on different types of transportation modes like road, rail, ocean and aviation. …”
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How epigenome drives chromatin folding and dynamics, insights from efficient coarse-grained models of chromosomes. by Surya K Ghosh, Daniel Jost

“…Accounting accurately for the polymer entanglement length and the volumic density, we show that our simulation scheme not only captures the steady-state structural and dynamical properties of the system but also tracks the same dynamics at different coarse-graining. This strategy allows a strong power-law gain in numerical efficiency and offers a systematic way to define reliable coarse-grained null models for chromosomes and to go beyond the current limitations by studying long chromosomes during an extended time period with good statistics. …”
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ETQ-Matcher: Efficient Quadtree-Attention-Guided Transformer for Detector-Free Aerial–Ground Image Matching by Chuan Xu, Beikang Wang, Zhiwei Ye, Liye Mei

“…To address these issues, we propose an efficient quadtree-attention-guided transformer (ETQ-Matcher) based on efficient LoFTR, which integrates the multi-layer transformer with channel attention (MTCA) to capture global features. …”
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Nitrate: ammonium nutrition alleviates detrimental effects of salinity by enhancing photosystem II efficiency in sorghum plants by Rafael de S. Miranda, Rosilene O. Mesquita, Natanael S. Freitas, José T. Prisco, Enéas Gomes-Filho

“…Sorghum bicolor plants were cultivated in nutrient solutions containing different NO3-:NH4+ ratios (100:0, 75:25, 50:50, 25:75 and 0:100) at a final concentration of 5.0 mM. …”
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Enhancing energy efficiency and cpu utilization in edge computing through deep learning-based data smoothing by Himabindu Sathyaveti, C. Gomathy

“…As edge computing continues to grow, making energy use more efficient and optimizing CPUs is increasingly important to maintain high edge computing performance in the future. …”
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Ventilation Strategies for Deep Energy Renovations of High-Rise Apartment Buildings: Energy Efficiency and Implementation Challenges by Anti Hamburg, Ülar Palmiste, Alo Mikola, Targo Kalamees

“…This study evaluates the condition of existing ventilation systems and assesses the performance, cost, and energy efficiency of different mechanical ventilation solutions with heat recovery, including centralized and decentralized balanced ventilation with heat recovery, single-room ventilation units, and mechanical extract ventilation with heat pump heat recovery or without heat recovery. …”
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Comparison of DNA extraction efficiency between two commercial kits on whole blood, swab, and plasma samples by Minh Quan Hoang, Huu An Nguyen, Bich Huong Bui, Thuy Quynh Nguyen, Thuy Ngan Nguyen, Thi Phuong Nguyen, Thi Hoi Le, Tien Dung Pham

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Comparison of DNA extraction efficiency between two commercial kits on whole blood, swab, and plasma samples by Minh Quan Hoang, Huu An Nguyen, Bich Huong Bui, Thuy Quynh Nguyen, Thuy Ngan Nguyen, Thi Phuong Nguyen, Thi Hoi Le, Tien Dung Pham

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Clinical feasibility study of a 2D ripple filter to improve the efficiency of carbon ion therapy by ZHANG Lijia, SCHLEGEL Nicki, SHENG Yinxiangzi, HAN Rongcheng, ZHAO Jingfang

“…The application of the 2D-RiFi significantly reduced the number of energy layers, beam time and irradiation time in carbon ion therapy, enhancing treatment efficiency.…”
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Low‐Coordination Configuration Single‐Atom Manganese Nanozymes for NIR‐Imaging‐Oriented Efficient Catalytic Oncotherapy by Peiwei Jin, Dandan Wang, Yijun Lu, Yong Qian, Chengyang Fang, Xiaoxiao Zhang, Junchao Qian, Songnan Qu, Hui Wang

“…This further promotes the high‐efficiency peroxidase (POD)‐like activity (SA = 0.64 U mg−1) produced by the Fenton‐like reaction mediated by SA Mn‐CDs and shows excellent ability to kill tumor cells and shrink tumor tissues in vitro and in vivo respectively. …”
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Pollutant Removal Efficiency of Pilot-Scale Horizontal Subsurface Flow Constructed Wetlands Treating Landfill Leachate by Ioannis Ntountounakis, Ioanna-Eirini Margaritou, Ioannis Pervelis, Pavlos Kyrou, Paraskevas Parlakidis, Georgios D. Gikas

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Increasing the Energy Efficiency of Blast-Furnace Smelting by Choosing Rational Parameters for Loading a Multicomponent Charge by Ivancha N.G., Muraviova I.G., Vishniakov V.I., Shcherbachov V.R., Ermolina K.P.

“…Estimated composition of mixtures of charge materials formed in different zones of a blast furnace makes it possible to predict the properties of melts formed from them and to correct them in order to achieve the required level of energy efficiency in melting a multicomponent charge by promptly choosing rational parameters of the loading mode.…”
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Wave convergence principles of agricultural carbon emission efficiency: a multi-level urban agglomeration study by Xu Wei, Qixin Ma, Xiaoqun Chen

“…The findings indicate: (1) The agricultural carbon emission efficiency exhibits a fluctuating downward trend, with a distribution depicted by higher efficiencies in the northern and southern regions and lower efficiencies in the rest part. (2) The joint intensity of agricultural carbon emission efficiency tends towards a wave-like increase and exhibits joint threshold effects, with the outcomes for national urban agglomerations significantly surpassing other groups. (3) The evolutionary curves of agricultural carbon emission efficiency in Chinese urban agglomerations essentially show wave-like converging changes over time and in conjunction with urban joint development, with the fitted curves of carbon emission efficiency across different urban agglomerations showing high degrees of similarity.…”
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