Analysis of Development Efficiency and Regional Differences in China Power Grid Industry by Qiang LU, Jin LIU, Dongfang JIANG

“…The development efficiency and regional differences of power grid industry directly affect and determine the transition progress of China electric power industry and social economy toward high quality development. …”
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Optimization of Braking Phase Coordinates for Energy-Efficient Operation of Pneumatic Systems by Strizhak M., Rogovyi А., Iglin S.

“…The most significant result is the development of a generalized dependency between braking coordinates and cylinder stroke length, enabling the design of energy-efficient pneumatic drive modes without the need for additional experimental research. …”
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Enhancing Efficiency and Regularization in Convolutional Neural Networks: Strategies for Optimized Dropout by Mehdi Ghayoumi

“…<b>Conclusions:</b> PFID offers a practical and scalable solution for enhancing CNN generalization and training efficiency. Its dynamic nature and feature-aware design provide a strong foundation for future advancements in adaptive regularization for deep learning models.…”
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Measurement Method of Comprehensive Transportation Development Quality Based on Transportation Efficiency by Jiahao Zhan, Shengwen Yang, Xueyin Wang, Ting Fan

“…The results show that the quality of comprehensive transportation development in China is generally on the rise, but there are obvious regional differences. …”
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Efficiency of TV Advertising Spots Promoting Non-alcoholic Drink Kofola by Andrea Bolčáková, Veronika Gašparíková, Ľudmila Nagyová

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Assessing the Inbound Tourism Efficiency of European Countries in China: 2006-2019 by Liudan Wu, Lili Hao, Lingzhi Wu, Ruize Gao, Ji Chen

“…The results show that (1) the inbound tourism efficiency of European countries in China is jointly affected by many core factors, such as economic scale, geographic distance, and population size on both sides; (2) the inefficiency factors that affect the inbound tourism efficiency of European countries in China are diversified;(3) the inbound tourism efficiency of European countries in China generally shows an upward trend during the sample period, but there are significant differences in the gap between the frontier level of inbound tourism flow in China and the actual inbound tourism flow. …”
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Estimation of Filtration Efficiency – from Simple Correlations to Digital Fluid Dynamics by Przekop Rafał

“…The classical theory of depth filtration of aerosol particles in fibrous structures is based on the assumption of existing single fibre efficiency, which may be used to recalculate the overall efficiency of entire filter. …”
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Tree networks of real-world data: Analysis of efficiency and spatiotemporal scales by Davide Cipollini, Lambert Schomaker

“…We resolve the network properties over multiple phase transitions and across a continuity of scales, using the von Neumann entropy, its generalized susceptibility, and the recent definition of thermodynamic-like quantities, such as work, heat, and efficiency. …”
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Influence of Cathode Composition on Air-cooling Efficiency of Lithium-ion Cells by Carla Menale, Roberto Bubbico

“…In the present study, 3D simulations have been carried out to assess the cooling efficiency of an air flow, under various operating conditions, on several cylindrical Li-ion cells, characterized by different cathode compositions. …”
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Efficient Calculation and Component Analysis of Fault Current in MMC-HVDC Grid by Lixu Chen, Jun Yan, Xiufang Jia, Chengyong Zhao, Jianzhong Xu

“…To address these issues, this paper builds a simplified and generalized fault equivalence model for the DC grid under a p2p fault. …”
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Efficient crowd simulation in complex environment using deep reinforcement learning by Yihao Li, Yuting Chen, Junyu Liu, Tianyu Huang

“…However, the key challenge in crowd simulation is ensuring efficient and reliable autonomous navigation for numerous agents within virtual environments. …”
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SHSRD: Efficient Conditional Diffusion Model for Single Hyperspectral Image Superresolution by Song Yan, Min Li, Yujie He, Yao Gou, Yusen Zhang

“…It also demonstrates significant generalization, with only one pretraining session on a natural image dataset required for scale-specific tasks, allowing for rapid transfer to any small HSI dataset. …”
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An AI-Based Approach for the Assessment of the Lost Efficiencies of a PVT Plant by Stefano Aneli, Giuseppe M. Tina, Bekkay Hajji, Safae Morgoum, Antonio Gagliano

“…Since power and heat are fundamental necessities for all users, f users, photovoltaic/thermal (PVT) technology has emerged as a promising solution for sustainably-minded communities. Generally, the output electrical generation of a PVT system depends on the intermittent solar insolation, efficiency, and operating temperature of the photovoltaic (PV) cell. …”
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Efficiency Analysis of Container Ports in Vietnam Using Stochastic Frontier Analysis by Thanh Uyen Bui, Gyu Sung Cho

“…The results suggest that the port efficiency, as measured using the SFA models, enhances the technical efficiency scores of the container ports, with the collected scores generally being high among the 13 observations. …”
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Enhanced Lightweight Quantum Key Distribution Protocol for Improved Efficiency and Security by Ashutosh Bhatia, Sainath Bitragunta, Kamlesh Tiwari

“…However, the classical post-processing steps in BB84, such as sifting, error correction, and key verification, often result in significant communication overhead, limiting its efficiency and scalability. In this work, we propose three key optimizations for BB84: (1) PRNG-based predetermined key bit positioning, which eliminates redundant bit exchanges during sifting, (2) hash-based subsequence comparison, enabling lightweight and efficient key verification, and (3) adaptive basis reconciliation, which minimizes the communication costs associated with basis matching. …”
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Computationally Efficient Minimum-Time Motion Primitives for Vehicle Trajectory Planning by Mattia Piccinini, Simon Gottschalk, Matthias Gerdts, Francesco Biral

“…Compared to existing neural networks, PathPoly-NN generalizes better with small training sets, and it has better accuracy in approximating the minimum-time path. …”
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A Refined and Efficient CNN Algorithm for Remote Sensing Object Detection by Bingqi Liu, Peijun Mo, Shengzhe Wang, Yuyong Cui, Zhongjian Wu

“…RE_CSP block efficiently extracts multi-scale information, overcoming challenges posed by complex backgrounds. …”
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ECONOMIC AND SOCIAL OPERATIONAL EFFICIENCY OF MARKET DISTRIBUTION OF INCOME: APPROACHES TO EVALUATION by Z. Halushka, A. Dutchak

“…This article provides a comparison between scientific approaches to understanding the economic and social efficiency of market income distribution. Based on multidisciplinary approaches the essence of the concepts of fairness and efficiency in the distribution; explored approaches to combining efficiency and equity used in policy income distribution at different levels of management; the possible social and economic consequences of ineffective regulation of income in today’s economy. …”
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Methodological support of the Estimated Efficiency of Public Procurement on a Contractual basis by T. M. Rogulenko, A. V. Bodyako, S. V. Ponomareva, P. A. Pashkov

“…If the procurement proposals presented in the study are implemented, they will increase the efficiency of the Russian public procurement contract system, the responsibility of participants in it, and the professional competence of officials.…”
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Cognitive Control and Prefrontal Neural Efficiency in Experienced and Novice E-Gamers by Jan Watson, Adrian Curtin, Yigit Topoglu, Rajneesh Suri, Hasan Ayaz

“…<b>Conclusions:</b> These findings inform neuroergonomic approaches to performance evaluation and may be generalized to other complex, real-world environments that rely on extensive training for skill acquisition.…”
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