Exploring the efficiency of employing Fe3O4-MWCNT Nanofluids in a heat sink equipped with circular micro pin-fins by Ali Basem, Marwan Abdeldayem, Dheyaa J. Jasim, Hossein Nabi

“…The evaluation of heat sink efficiency includes the analysis of quantitative variables like surface Nusselt number, average Nusselt number, and the logarithmic mean temperature difference. …”
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A KWS System for Edge-Computing Applications with Analog-Based Feature Extraction and Learned Step Size Quantized Classifier by Yukai Shen, Binyi Wu, Dietmar Straeussnigg, Eric Gutierrez

“…The filter bank is behaviorally modeled, making use of second-order band-pass transfer functions, simulating the analog front-end (AFE) processing. To enable efficient deployment, the GRU classifier is trained using a Learned Step Size (LSQ) and Look-Up Table (LUT)-aware quantization method. …”
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Deployable Deep Learning for Cross-Domain Plant Leaf Disease Detection via Ensemble Learning, Knowledge Distillation, and Quantization by Mohammad Junayed Hasan, Suvodeep Mazumdar, Sifat Momen

“…Our four-model ensemble (DenseNet-121, ResNet-101, DenseNet-201, EfficientNet-B4) achieves 99.15% accuracy via soft-voting. …”
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High-Throughput Adaptive Co-Channel Interference Cancellation for Edge Devices Using Depthwise Separable Convolutions, Quantization, and Pruning by Mostafa Naseri, Eli De Poorter, Ingrid Moerman, H. Vincent Poor, Adnan Shahid

“…Our approach is established on architectural modifications, notably through quantization and the incorporation of depthwise separable convolution, to achieve a balance between computational efficiency and performance. …”
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Quantitative Assessment of the Dynamics of Socioeconomic Processes by Romualdas Ginevičius, Martin Schieg, Magdalena Kot-Radojewska, Marta Jarocka

“…The efficiency of correlation-regression analysis would significantly expand if both of its essential variables – a dependent and an independent – conveyed the information on the dynamic rather than static state of a phenomenon under consideration. …”
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Highly Efficient Digitized Quasi-3D Photolithography Based on a Modified Golomb Coding via DMD Laser Direct Writing by Hui Wang, Zhe Huang, Yanting Shen, Shangying Zhou

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Using multisource satellite products to estimate forest aboveground biomass in Oita prefecture: a novel approach with improved accuracy and computational efficiency by Hantao Li, Tomomichi Kato, Masato Hayashi, Jianhong Liu

“…Accurate estimation of forest aboveground biomass (AGB) using satellite information is crucial for quantitatively evaluating forest carbon stock for climate change mitigation. …”
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Analysis of carbon emission performance and regional differences in China's eight economic regions: Based on the super-efficiency SBM model and the Theil index. by Yuan Zhang, Zhen Yu, Juan Zhang

“…Based on the provincial panel data from 2005 to 2017, the super-efficiency SBM model and Malmquist model are constructed in this paper to measure regional carbon emission performance's static and dynamic changes. …”
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The Optimal Choice of Semiconductor Converter to Increase Power and Efficiency in Betavoltaic Batteries with 3H, 63Ni, and 147Pm Beta Sources by D. Ghasemabadi, H. Zaki Dizaji, M Abdollahzade

“…Optimal selection will increase the efficiency of these batteries. In this study, based on common semiconductors and relying on increasing the maximum efficiency of betavoltaic batteries and the possibility of using 3H, 63Ni, and 147Pm beta sources, the indicators and criteria for optimal selection of semiconductor materials were determined. …”
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Quantitative assessment of the potential of retail outlets by K. A. Lychagin

“…Improving  the  speed and  efficiency  of decision-making on the development  of sales of products by manufacturing companies  based on the application  of quantitative  estimates of the potential  of retail  outlets,  using automated  methods  of intellectual data analysis of Big Data.In order to create new mechanisms  for the intellectual  management of enterprises (economic agents) in the concept of the digital economy, it is necessary  to simulate  the  processes of their  interaction  in  the organizational  market  environment  from the perspective of   a multi-agent  approach.  …”
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Secret Key Generation Driven by Attention-Based Convolutional Autoencoder and Quantile Quantization for IoT Security in 5G and Beyond by Anas Alashqar, Ehsan Olyaei Torshizi, Raed Mesleh, Werner Henkel

“…Specifically, a two-dimensional convolutional neural network–based autoencoder (2D CNN–AE) with a spatial self-attention (SSA) mechanism is developed to efficiently extract and learn channel reciprocity features in time-division duplex (TDD)-based fifth-generation (5G) networks. …”
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Performance investigation on Organic Rankine Cycle from a low-temperature heat source by Prateek D. Malwe, Bajirao S. Gawali, Avinash Salunke, Kamal Sharma, Ankur Salunkhe, Md Irfanul Haque Siddiqui, Bhavin Mehta, Ghanshyam Tejani

“…The results show that the energy efficiency and exergy efficiency increased from 4.6 % to 10.5 % and 2.4 %–5.6 %, respectively, for the above-specified evaporator range. …”
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Quantitative RT-PCR: Pitfalls and Potential by Willard M. Freeman, Stephen J. Walker, Kent E. Vrana

“…Successful quantitative RT-PCR involves correction for experimental variations in individual RT and PCR efficiencies. …”
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Lightweight faster R-CNN for object detection in optical remote sensing images by Andrew Magdy, Marwa S. Moustafa, Hala M. Ebied, Mohamed F. Tolba

“…First, aware training employs mixed-precision FP16 computation, which enhances training speed by a factor of 1.5 to 5.5 while preserving model accuracy and optimizing memory efficiency. Second, post-training compression applies unstructured weight pruning to eliminate redundant parameters, followed by dynamic quantization to reduce precision, thereby minimizing the model size at runtime and computational load. …”
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Difference between magnetic versus conventional ureteral stents in morbidity and efficiency after double J stents removal: A systematic review and meta-analysis of randomized contr... by Kharisma Prasetya Adhyatma, Muhammad Haritsyah Warli, Elbert, Felix Khosasi, Dianita Halimah Harahap

“…Aims: This research aims to evaluate and analyze the expulsion of magnetic double J (DJ) stents as compared to conventional methods DJ stents, using qualitative and quantitative data from the literature about morbidity, discomfort, cost, duration, safety, and efficiency. …”
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Les professionnels du bâtiment face aux enjeux énergétiques, une perspective limitée by Jonathan Villot, Natacha Gondran, Valérie Laforest

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EVALUATION OF CAPABILITY OF CARBON FOOTPRINT REDUCTION FROM GRAIN MAIZECULTIVATION by Tomasz Żyłowski, Aleksandra Król, Jerzy Kozyra

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Case Study: Implementation of Lean Logistics at Inversiones Karmont S.A.C for Enhancing Distribution Productivity by Deysi Llanos-Solorzano, Yenipher Dayana Barboza-Quispe, Ruben Felipe Vidal Endara

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Design of Storage Warehouse with Environmentally Friendly Concept: Case Study of ABC Fuel Terminal by Ibnu Lukman Pratama, Rafief Baharrudin

“…The concept integrates renewable energy, sustainable building design, ventilation systems, natural lighting, automation, and efficient layout arrangements. A quantitative method is applied to calculate the site area systematically based on field conditions. …”
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IMPROVING THE QUALITY OF INVESTMENT DESIGN IN INDUSTRIAL CONSTRUCTION by I. M. Meylanov

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