Developing an Efficient Deep Learning-Based Trusted Model for Pervasive Computing Using an LSTM-Based Classification Model by Yang He, Shah Nazir, Baisheng Nie, Sulaiman Khan, Jianhui Zhang

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Rural Development Indicators Evaluation in Khabat District Educational Services as a Case Study (A Study in Rural Geography) by Hogir Jamil Ahmed

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Melanin-like nanofibers with highly ordered structures achieve ultrahigh specific electromagnetic interference shielding efficiency by Peng Chen, Shibo He, Tianyou Wang, Chencan Wang, Junru Tao, Yiwen Li

“…Conventional shielding materials often involve complex fabrication of conjugated composites or graphitization of organic materials, facing challenges in balancing their performance and processability. …”
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Sectoral Efficiency and Resilience: A Multifaceted Analysis of S&P Global BMI Indices Under Global Crises by Milena Kojić, Slobodan Rakić, José Wesley Lima da Silva, Fernando Henrique Antunes de Araujo

“…This study investigates the complexity, efficiency, and sectoral interdependencies of the S&P Global BMI indices during critical global events, including the COVID-19 pandemic and the Russia–Ukraine war. …”
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Spatiotemporal Changes in Water-Use Efficiency of China’s Terrestrial Ecosystems During 2001–2020 and the Driving Factors by Jia He, Yuxuan Zhou, Xueying Liu, Wenjing Duan, Naiqing Pan

“…It provides a comprehensive reflection of ecosystems’ responses to various environmental factors, making it essential for understanding how ecosystems adapt to complex environmental changes. …”
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Biological features of dairy cattle and increasing the efficiency of its breeding in the context of livestock intensification in the Yaroslavl region by R. V. Tamarova, E. I. Ukhov

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Criteria for determining the effectiveness of the law by Vladimir A. Rybakov

“…More than 2500 existing normative legal acts of the Russian Federation contain various requirements for improving the efficiency of legal regulation. The complexity of the study is caused by the lack of a common understanding of the phenomenon. …”
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FLE-YOLO: A Faster, Lighter, and More Efficient Strategy for Autonomous Tower Crane Hook Detection by Xin Hu, Xiyu Wang, Yashu Chang, Jian Xiao, Hongliang Cheng, Firdaousse Abdelhad

“…To address the complexities of crane hook operating environments, the challenges faced by large-scale object detection algorithms on edge devices, and issues such as frame rate mismatch causing image delays, this paper proposes a faster, lighter, and more efficient object detection algorithm called FLE-YOLO. …”
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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

“…This study offers valuable insights into the relationship between innovation and manufacturing growth in Algeria, highlighting the importance of efficient innovation strategies for economic development. …”
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The salt fringe as an energy periphery: Energy efficiency in the private rental sector of seaside towns in England and Wales by Ed Atkins, Caitlin Robinson, Tom Cantellow

“…These findings advance scholarship on low‐carbon transitions by illuminating important links between energy peripheries and energy efficiency; highlighting seaside towns as important peripheries; and detailing the complex factors defining such peripherality both today and in future energy transitions.…”
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Design and validation of a CFD model for energy-efficient Ni-Co-Mn cathode calcination process by Jaeseop Jo, Minyoung Hwang, Jungeui Lee, Joo Hyun Park

“…The model incorporates three essential sub-models to reflect complex physical and chemical phenomena during calcination: a heater control algorithm replicating nonlinear thermal response of industrial heaters with less than five percent deviation from experimental measurements, a data transfer method effectively simulating continuous material movement without computational mesh deformation to maintain numerical stability, and a dehydration reaction kinetics model addressing significant endothermic behavior arising from lithium hydroxide precursors during thermal treatment. …”
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An Efficient Path Planning Algorithm Based on Delaunay Triangular NavMesh for Off-Road Vehicle Navigation by Ting Tian, Huijing Wu, Haitao Wei, Fang Wu, Jiandong Shang

“…Although the algorithms are currently constrained by the limited data accessibility reflecting real-time transportation status, these findings highlight the generalizability and efficiency of the proposed off-road path-planning algorithm, which is useful for path-planning solutions for emergency operations, wilderness adventures, and mineral exploration.…”
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A Partitioned IRS-Aided Transmit SM Scheme for Wireless Communication by Liping Xiong, Yuyang Peng, Ming Yue, Haihong Wei, Runlong Ye, Fawaz AL-Hazemi, Mohammad Meraj Mirza

“…In this paper, we present a practical partitioned intelligent-reflecting-surface-aided transmit spatial modulation (PIRS-TSM) scheme, where spatial modulation is implemented at the transmitter and partitioning is conducted on the IRS to enhance the spectral efficiency (SE) and reliability for multiple-input single-output (MISO) systems. …”
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Strategic Spatial Segregation in Silicon Photoelectrodes: Decoupling Catalytic and Optical Functions for High‐Efficiency Solar Water Splitting by Soohyeok Park, Dongho Seo, Sangbeom Hong, Geonhwi Kim, Yejin Han, Inkyeong Park, Seongmin Lee, Min‐Joon Park, Ki Min Nam, Han‐Don Um

“…Furthermore, a scalable fabrication strategy is developed utilizing controlled wet etching and selective catalyst deposition, enabling precise realization of these complex architectures. This spatial segregation strategy presents a new direction for high‐efficiency PEC systems, offering broader implications for various solar energy conversion applications.…”
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The analysis of influence of temperature conditions of piston long-stroke compressor stage on thermodynamic efficiency of a heat pump by V. L. Yusha, A. Yu. Gromov, P. V. Ushakov

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Energy Efficiency Maximization in RISs-Assisted UAVs-Based Edge Computing Network Using Deep Reinforcement Learning by Chuanwen Luo, Jian Zhang, Jianxiong Guo, Yi Hong, Zhibo Chen, Shuyang Gu

“…Edge Computing (EC) pushes computational capability to the Terrestrial Devices (TDs), providing more efficient and faster computing solutions. Unmanned Aerial Vehicles (UAVs) equipped with EC servers can be flexibly deployed, even in complex terrains, to provide mobile computing services at all times. …”
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An Efficient Network-Based QoE Assessment Framework for Multimedia Networks Using a Machine Learning Approach by Parsa Hassani Shariat Panahi, Amir Hossein Jalilvand, Abolfazl Diyanat

“…QoE, a key metric for multimedia services, reflects user satisfaction with service quality. However, measuring QoE is challenging due to its subjective nature and the complexities associated with real-time feedback.This paper presents an open-source framework for assessing QoE in multimedia networks using only key network parameters. …”
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Exploring the Linkage Between Ruminal Microbial Communities on Postweaning and Finishing Diets and Their Relation to Residual Feed Intake in Beef Cattle by Pablo Peraza, Tamara Fernández-Calero, Hugo Naya, José Sotelo-Silveira, Elly A. Navajas

“…However, alpha diversity indices showed no significant relationship with feed efficiency, suggesting that diversity alone may not adequately reflect the complexity of feed efficiency phenotypes. …”
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Unpacking Market Barriers to Energy Efficiency in Emerging Economies: Policy Insights and a Business Model Perspective from Jordan by Rund Awwad, Scott Dwyer, Andrea Trianni

“…Energy efficiency (EE) remains an underexploited opportunity in many developing economies, where a complex interplay of policy, institutional, and market-related challenges limit its implementation at scale. …”
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Conceptual model of emergent efficiency based on the «Shoelace theorem» as a tool for performance management in Pre-trial investigation agencie by D.O. Giulmagomedov, O.I. Garafonova

“…The KPI system is viewed as a complex integrated system, where the emergence of new properties (efficiency) results from the interaction of individual elements (indicators). …”
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