Enhancing Coverage and Efficiency in Wireless Sensor Networks: A Review of Optimization Techniques by Rajasekaran S, Shaik Mastan Vali

“…The study is motivated by the need to better understand how to improve WSN coverage efficiency and ensure reliable data collection in diverse environments. …”
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Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction by Saad Ahmed Dheyab, Shaymaa Mohammed Abdulameer, Salama Mostafa

“…The present study proposes an efficient DDoS attack detection model. This model relies mainly on dimensionality reduction and machine learning algorithms. …”
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Cost-Effective, Time-Efficient Passenger Rail System for the Eastern United States by James Mathias, Dal Hyung Kim

“…A program was developed using a genetic algorithm and automated lookup features to design an efficient passenger rail system for the eastern-half of the United States connecting large cities, metropolitan populations greater than two million, with overnight rail service. …”
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Utilizing weak graph for edge consolidation-based efficient enhancement of network robustness by Wei Ding, Zhengdan Wang

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Corn variety identification based on improved EfficientNet lightweight neural network by Jinpu Xu, Jinpu Xu, Jinhao Lan, Guangjie Lv, Dexin Ma

“…In order to protect the intellectual property rights of corn varieties and realize intelligent ear screening, this article proposes an improved EfficientNet lightweight model, which uses deep learning technology to classify and identify corn ear images. …”
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Efficient hybrid numerical modeling of the seismic wavefield in the presence of solid-fluid boundaries by Chao Lyu, Barbara Romanowicz, Liang Zhao, Yder Masson

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Highly efficient non-relativistic Edelstein effect in nodal p-wave magnets by Atasi Chakraborty, Anna Birk Hellenes, Rodrigo Jaeschke-Ubiergo, Tomás Jungwirth, Libor Šmejkal, Jairo Sinova

“…We illustrate the NREE through minimal tight-binding models, allowing a direct comparison to different systems. Through first-principles calculations, we further identify the nodal p-wave candidate material CeNiAsO as a high-efficiency NREE material, revealing a  ~ 25 times larger response than the maximally achieved relativistic EE and other reported NREE in non-collinear magnetic systems with broken time-reversal symmetry. …”
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Iraqi porcelanite Rocks for Efficient Removal of Safranin Dye from Aqueous Solution by Eman Talib Kareem, Ali Hussein Chafat, Muneer A. Al-Da’amy

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Crop diversity reduces pesticide use more efficiently with refined diversification strategies by Yaoyun Zhang, David A. Bohan, Chaochun Zhang, Wen-Feng Cong, Nicolas Munier-Jolain, Laurent Bedoussac

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Efficient compression of encoder-decoder models for semantic segmentation using the separation index by Movahed Jamshidi, Ahmad Kalhor, Abdol-Hossein Vahabie

“…These findings highlight how SI-based pruning balances efficiency and performance, offering a practical solution for resource-constrained semantic segmentation applications.…”
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Finite Precision Logistic Map between Computational Efficiency and Accuracy with Encryption Applications by Wafaa S. Sayed, Ahmed G. Radwan, Ahmed A. Rezk, Hossam A. H. Fahmy

“…We present a fixed-point hardware realization of a Pseudo-Random Number Generator using the logistic map that experiences a trade-off between computational efficiency and accuracy. Several introduced factors such as the used precision, the order of execution of the operations, parameter, and initial point values affect the properties of the finite precision map. …”
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Results of a study the efficiency of automobile climate systems in a hot climate by I. N. Yakunin, N. N. Yakunin, A. F. Fattakhova, S. M. Minatullaev

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A Holistic Approach to the Efficient Estimation of Operational Flexibility From Distributed Resources by Nikolaos Savvopoulos, Nikos Hatziargyriou, Hannu Laaksonen

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Wooden Structures in Sustainable Design: AI-Based Energy Efficiency and Environmental Impact by Çağlar Altay, Mustafa Küçüktüvek

“…Wood, as a renewable building material, offers advantages such as low carbon footprint, energy efficiency and environmental sustainability. The study examines the thermal performance, energy efficiency and acoustic properties of wooden structures and evaluates the potential of these structures as a sustainable solution in future green building projects. …”
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Analysis of Power Transfer Efficiency of Standard Integrated Circuit Immunity Test Methods by Hai Au Huynh, Hak-Tae Lee, Wansoo Nah, SoYoung Kim

“…Power transfer efficiency is used as a measure of power loss of the noise injection path. …”
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Efficient Maturation and Cytokine Production of Neonatal DCs Requires Combined Proinflammatory Signals by Doreen Krumbiegel, Jan Rohr, Peter Schmidtke, Markus Knuf, Fred Zepp, Claudius U. Meyer

“…Especially combined stimulation with LPS and IFNγ proved to be very efficient in inducing maturation and cytokine synthesis of neonatal DCs. …”
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A rapid and efficient strategy for combinatorial repression of multiple genes in Escherichia coli by Yi Zheng, Yuxia Mo, Yingbo Yuan, Tianyuan Su, Qingsheng Qi

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Transparent smart radiation device for efficient thermal management of spacecraft solar cells by Biyuan Wu, Xiqiao Huang, Xiaohu Wu

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Improvements in energy efficiency and the potential use of hydrogen fuel cells in railway transport by Boris M. Lapidus

“…This article presents the value of further increase of the energy efficiency in railway transport in combination with transition to the non-standard sources of energy. …”
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The Effect of Acute Sleep Extension on Blood Pressure Is Dependent on the Change in Sleep Efficiency by Joaquin U. Gonzales, Cayla Clark, Jacob R. Dellinger

“…The reduction in MAP was significantly different between sleep efficiency groups (<i>p</i> = 0.005, Hedges’ <i>g</i> = 1.21) after adjustment for sex and moderate-to-vigorous physical activity. …”
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