Research on the Measurement, Evolution, and Driving Factors of Green Innovation Efficiency in Yangtze River Economic Belt: A Super-SBM and Spatial Durbin Model by Renyan Long, Hangyuan Guo, Danting Zheng, Ronghua Chang, Sanggyun Na

“…In order to implement the concept of sustainable development, the improvement of logistics ecological efficiency is related to the quality of ecological civilization construction. …”
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Face autistic classification based on thermal using image ensemble learning of VGG-19, ResNet50v2, and EfficientNet by Junidar Junidar, Melinda Melinda, Dinda D. Diannuari, Donata D. Acula, Zulfan Zainal

“…Each model underwent extensive training to determine its ability to effectively classify autism and non-autism classes. …”
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Efficient removal of sulfamethoxazole antibiotic from aqueous solution using red mud/layered double hydroxide nanocomposite: Optimization, kinetic, and isotherm studies by Ahmed A. Mohammed, Zahraa Ali Hammood

“…Maximum sequestration efficiency was seen at 87.33 % under the most favorable conditions (pH = 7, dose = 0.5 g/100 ml, concentration = 70 mg/l, time = 90 min). …”
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ScaleViM-PDD: Multi-Scale EfficientViM with Physical Decoupling and Dual-Domain Fusion for Remote Sensing Image Dehazing by Hao Zhou, Yalun Wang, Wanting Peng, Xin Guan, Tao Tao

“…State-space models (SSMs) have recently emerged as a powerful paradigm for vision tasks, showing great promise due to their computational efficiency and robust capacity to model global dependencies. …”
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Lightweight convolutional neural networks using nonlinear Lévy chaotic moth flame optimisation for brain tumour classification via efficient hyperparameter tuning by Amin Abdollahi Dehkordi, Mehdi Neshat, Alireza Khosravian, Menasha Thilakaratne, Ali Safaa Sadiq, Seyedali Mirjalili

“…Abstract Deep convolutional neural networks (CNNs) have seen significant growth in medical image classification applications due to their ability to automate feature extraction, leverage hierarchical learning, and deliver high classification accuracy. …”
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SUBCELLULAR, MOLECULAR AND SUBMOLECULAR MECHANISMS OF ALTERED CONTRACTILITY AND EFFICIENCY OF ENERGY TRANSFORMATION BY MYOCARDIAL MYOFIBRILS IN CHRONIC HEART FAILURE AND MODE OF AC... by N. V. Karsanov, G. V. Sukoyan, T. G. Samsonidze, D. R. Tatulashvili, N. E. Guledani, L. T. Kuchava, V. N. Karsanov

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Research on dynamic prediction and optimization of high altitude photovoltaic power generation efficiency using GVSAO-CNN Model under 8-climate modes by Xiaoming Xiong, Heng Hu, Qiangfu Jia, Rongjian Zhang, Chongan Huang, Qingyuan Lu

“…The GVSAO-CNN model, with its demonstrated ability to effectively capture dynamic efficiency changes in complex high-altitude climates, shows promise for enhancing smart grid integration, policy-making, and disaster preparedness in high-altitude regions, as evidenced by similar applications of CNN-based models in smart grid technologies. …”
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Constructing of Ni-Nx Active Sites in Self-Supported Ni Single-Atom Catalysts for Efficient Reduction of CO₂ to CO by Xuemei Zhou, Chunxia Meng, Wanqiang Yu, Yijie Wang, Luyun Cui, Tong Li, Jingang Wang

“…Carbon-based materials featuring single-atom transition metal-nitrogen coordination (M-N_x) have attracted considerable research attention due to their ability to maximize catalytic efficiency while minimizing metal atom usage. …”
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Novel Solution‐Processed Fe2O3/WS2 Hybrid Nanocomposite Dynamic Memristor for Advanced Power Efficiency in Neuromorphic Computing by Faisal Ghafoor, Honggyun Kim, Bilal Ghafoor, Zaheer Ahmed, Muhammad Farooq Khan, Muhammad Rabeel, Muhammad Faheem Maqsood, Sobia Nasir, Wajid Zulfiqar, Ghulam Dastageer, Myoung‐Jae Lee, Deok‐kee Kim

“…Moreover, the memristor exhibits the ability to emulate essential biological synaptic mechanisms. …”
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Advancing ship automatic navigation strategy with prior knowledge and hierarchical penalty in irregular obstacles: a reinforcement learning approach to enhanced efficiency and safe... by Hao Zhang, Jiawen Li, Jiawen Li, Jiawen Li, Jiawen Li, Liang Cao, Liang Cao, Liang Cao, Shucan Wang, Ronghui Li, Ronghui Li, Ronghui Li

“…The experimental results show that the GEPA model outperforms the existing methods in terms of navigating efficiency, training convergence speed, path smoothness, obstacle avoidance ability and safety, with the number of training rounds to complete the task reduced by 24.85%, the path length reduced by up to about 70 pixels, the safety distance improved by 70.6%, and the number of collisions decreased significantly. …”
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Influence of substrate particle size and detention time on mycelium-colonized sawdust efficiency for removal of faecal bacteria from slaughterhouse wastewater in batch treatment by Osayomwanbo OSARENOTOR, Isoken Tito AIGHEWI, Helen Michelle Korkor ESSANDOH, Juan Cruz TUBIO

“…Salmonella spp. removal efficiency ranged from 0.66 – 71 % with the highest efficiency recorded in the system with 1.16 mm also at 72 hours (0.4 log removal). …”
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A data-efficient deep transfer learning framework for methane super-emitter detection in oil and gas fields using the Sentinel-2 satellite by S. Zhao, S. Zhao, Y. Zhang, Y. Zhang, S. Zhao, S. Zhao, X. Wang, X. Wang, D. J. Varon

“…<p>Efficiently detecting large methane point sources (super-emitters) in oil and gas fields is crucial for informing stakeholder decisions about mitigation actions. …”
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New understanding of microbial growth cycle for efficient waste-activated sludge disposal by preserving microbial self-degradation activity during the decline phase by Xiqi Li, Aijie Wang, Zhe Yu, Hualin Wang, Hengzhi You, Jifei Xu, Jingyu Zhang, Wenzong Liu

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Performance Evaluation of Uplink Cell-Free Massive MIMO Network Under Weichselberger Rician Fading Channel by Birhanu Dessie, Javed Shaikh, Georgi Iliev, Maria Nenova, Umar Syed, K. Kiran Kumar

“…It is a type of network technology that uses a massive number of distributed antennas to serve a large number of users at the same time. It has the ability to provide high spectral efficiency (SE) as well as improved coverage and interference management, compared to traditional cellular networks. …”
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The Role of Medical Leadership in the Performance of Human Resources by Stefan-Daniel Florea

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Evaluation and Estimation of Outputs and Inputs in Inverse Data Envelopment Analysis with Interval Data by Hossein Jafari

“…The study aims to describe the methodology and findings of a survey to assess the effectiveness of DEA models in estimating input/output levels, incorporating managerial preferences, and improving efficiency over time.Methodology: This paper reviews DEA models for estimating input/output levels, applying manager or decision-maker preferences, and improving inefficient units over a while. …”
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Effective and fair cognitive terminal assignment scheme for cooperative spectrum sensing by WU Zhiqiang, LIU Qianli, LIU Jiabin, FENG Qing, XIAO Shanpeng, LIU Shang

“…Various methods for allocating cognitive terminals to enhance the efficiency and fairness of spectrum sensing were introduced. …”
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Analysis of common malfunctions and solutions for Jiangxi seismic stations by Qingwu Li, Yuewen Xiang, Mengren Xiao, Jun Dong, Hao Chen

“…These solutions significantly enhance the ability of operation and maintenance personnel to diagnose power supply issues and restore network communication, thereby reducing data interruption times and improving both operational efficiency and network reliability.…”
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A Green Computing Business Aggregation Strategy for Low Earth Orbit Satellite Networks by Bo Wang, Jiaqi Lv, Dongyan Huang, Zelin Lu, Yuhang Fang

“…These results highlight the proposed strategy’s ability to effectively balance energy efficiency and delay, showcasing its adaptability and suitability for sustainable operations in LEO satellite networks under varying traffic loads.…”
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Implementation of Elementary School Student Attendance Information System Based on Android using AppSheet by Reni Haerani, Putri Ayu Permata Devi, Penny Hendriyati, Ahmad Sofan Ansor

“…AppSheet was chosen because of its ability to create Android-based applications without the need for complex programming skills. …”
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