Review of Energy Efficiency Evaluation Indexes Related to Data Center Cooling Systems by Wang Bo, Guo Yanhua, Shao Shuangquan, Tu Qiu, Li Qianli

“…To help data centers achieve carbon neutrality and fully utilize the energy-saving potential of the cooling system, the energy efficiency of data center cooling systems should be evaluated. …”
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scRepertoire 2: Enhanced and efficient toolkit for single-cell immune profiling. by Qile Yang, Ksenia R Safina, Kieu Diem Quynh Nguyen, Zewen Kelvin Tuong, Nicholas Borcherding

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Efficient time-oriented latency-based secure data encryption for cloud storage by Shahnawaz Ahmad, Shabana Mehfuz

“…To handle this issue, an efficient time-oriented latency approximation-based data encryption technique (TLADE) has been presented in this article. …”
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Establishment of an efficient one-step enzymatic synthesis of cyclic-2,3-diphosphoglycerate by Christina Stracke, Benjamin H. Meyer, Simone A. De Rose, Erica Elisa Ferrandi, Ilya V. Kublanov, Michail N. Isupov, Nicholas J. Harmer, Daniela Monti, Jennifer Littlechild, Felix Müller, Jacky L. Snoep, Jacky L. Snoep, Christopher Bräsen, Bettina Siebers

“…However, despite their considerable potential, only a limited number of extremolytes – most notably ectoine and hydroxyectoine – have achieved commercial relevance, primarily due to the absence of efficient production strategies for the majority of other extremolytes. …”
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Efficient slice anomaly detection network for 3D brain MRI Volume. by Zeduo Zhang, Yalda Mohsenzadeh

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An Efficient Framework for Secure Communication in Internet of Drone Networks Using Deep Computing by Vivek Kumar Pandey, Shiv Prakash, Aditya Ranjan, Sudhanshu Kumar Jha, Xin Liu, Rajkumar Singh Rathore

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Exploring the Impression of Irrigation Management Techniques on Crop Harvests and Water Habit Efficiency by Hussein Layth, Ramadan Ghazi Mohamad, Prakash Akula

“…This study aims to investigate the influence of numerous irrigation management techniques on crop profits and water use efficiency (WUE). It emphasizes linking outdated methods with current methods such as leak irrigation, irrigator systems, and subsurface irrigation to regulate their efficiency in augmenting WUE and gathering efficiency. …”
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Enhancing Procurement Efficiency in South Africa through e-Reverse Auction Systems by Mourine S Achieng, Oluwamayowa O. Ogundaini, Nhlanhla Mlitwa

“…The findings show that the primary benefits of eRA system usage include enhanced competitiveness, cost efficiency, transparency and strengthen buyer-seller relationships. …”
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An efficient neural network LEACH protocol to extended lifetime of wireless sensor networks by Hamdy H. El-Sayed, Elham M. Abd-Elgaber, E. A. Zanaty, Faisal S. Alsubaei, Abdulaleem Ali Almazroi, Samy S. Bakheet

“…Abstract This paper presents NN_ILEACH, a novel neural network-based routing protocol designed to enhance the energy efficiency and longevity of Wireless Sensor Networks (WSNs). …”
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Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification by Qingyu Wang, Qingyu Wang, Duzhen Zhang, Xinyuan Cai, Tielin Zhang, Bo Xu

“…Energy-efficient spikformer has been proposed by integrating the biologically plausible spiking neural network (SNN) and artificial transformer, whereby the spiking self-attention (SSA) is used to achieve both higher accuracy and lower computational cost. …”
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AI-Driven Adaptive Communications for Energy-Efficient Underwater Acoustic Sensor Networks by A. Ur Rehman, Laura Galluccio, Giacomo Morabito

“…Addressing these limitations requires an energy-efficient design to ensure network survivability, reliability, and reduced operational costs. …”
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Advanced lightweight deep learning vision framework for efficient pavement damage identification by Shuai Dong, Yunlong Wang, Jin Cao, Jia Ma, Yang Chen, Xin Kang

“…According to the ablation experiment on a self-built dataset, LPDD-YOLO demonstrates notable improvements in both accuracy and efficiency compared to the original model. Specifically, the mAP increases by 4.1%, and the F1 score rises by 5.3%. …”
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European Efficiency Schemes for Domestic Gas Boilers: Estimation of Savings in Heating of Settlements by Dejan Brkić

“…These improved boilers produce lower greenhouse gas emissions and offer annual fuel savings of approximately 10% to 30%, depending on the boiler’s age, system design, and usage patterns. The results also confirm the direct correlation between seasonal efficiency and annual fuel consumption, validating the use of efficiency-based cost comparisons. …”
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RESEARCH ON THE EFFICIENCY OF PROCESSING PARALLEL REQUESTS BY AMAZON WEB SERVICES USING CONTAINERS by Oleg Sigunov, Lidiia Demkiv

“…The article explores the efficiency of a web application deployed in AWS cloud services using containerization based on AWS ECS and AWS EKS. …”
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SAW: an efficient and accurate data analysis workflow for Stereo-seq spatial transcriptomics by Chun Gong, Shengkang Li, Leying Wang, Fuxiang Zhao, Shuangsang Fang, Dong Yuan, Zijian Zhao, Qiqi He, Mei Li, Weiqing Liu, Zhaoxun Li, Hongqing Xie, Sha Liao, Ao Chen, Yong Zhang, Yuxiang Li, Xun Xu

“…These issues involve computationally intensive spatial localization, RNA genome alignment, and excessive memory usage in large chip scenarios. These problems affect the applicability and efficiency of the analysis. …”
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MPVT: An Efficient Multi-Modal Prompt Vision Tracker for Visual Target Tracking by Jianyu Xie, Yan Fu, Junlin Zhou, Tianxiang He, Xiaopeng Wang, Yuke Fang, Duanbing Chen

“…To address these issues, we propose an efficient model named multi-modal prompt vision tracker (MPVT) based on an efficient prompt-tuning paradigm. …”
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Ai-driven innovations in greenhouse agriculture: Reanalysis of sustainability and energy efficiency impacts by Siamak Hoseinzadeh, Davide Astiaso Garcia

“…The analysis reveals that AI significantly reduces heating energy consumption, indicating a notable improvement in energy efficiency. However, reductions in CO2 emissions, along with improvements in electricity and water usage, are only marginal when compared to traditional farming methods. …”
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Efficient Detection of Microplastics on Edge Devices With Tailored Compiler for TinyML Applications by Alessandro Cerioli, Lorenzo Petrosino, Daniele Sasso, Clement Laroche, Tobias Piechowiak, Luca Pezzarossa, Mario Merone, Luca Vollero, Anna Sabatini

“…This highlights the potential of our method for efficient and effective microplastic detection in environmental monitoring.…”
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Linking attitude and ethical practices to energy Efficiency: The mediating role of household lifestyle by Salina Daud, Wan Noordiana Wan Hanafi, Sabihah Hitam, Maryam Jamilah Asha'ari, Mariam Abdul Majid, Wan Fadzilah Wan Yusoff, Maisarah Ahmad Sofi

“…Results from this study indicated that the interactive factors of attitudes, ethical practices, and household lifestyles contributed significantly to energy efficiency usage. Specifically, household attitudes were found to play a pivotal role in shaping energy efficiency outcomes in Selangor. …”
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Enhancing Efficiency: The Impact of Cloud Computing Adoption on Small and Medium Enterprises Performance by Reem A. Abdalla, T. Ramayah, Jayendira P. Sankar, Lamya A. Hidaytalla, Jeena Ann John

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