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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Features of the Methods of Training Physical Exercises by Victor BUFTEA

“…For this reason, new forms, methods and means appear in the training strategies of the athletes, whose purpose is to increase the efficiency of performances, notwithstanding the degree of difficulty of the exercise technique and many other motor actions provided in the competition programs. …”
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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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Effects of low-volume court-based sprint interval training on aerobic capacity and sport-specific endurance performance in competitive tennis players by Wenpu Yang, Langlang Yin, Eric Tsz-Chun Poon, Indy Man Kit Ho, Haochong Liu, Bing Qi, Qian Li, Yanchun Li

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A high-resolution remote sensing land use/land cover classification method based on multi-level features adaptation of segment anything model by Hui Yang, Zhipeng Jiang, Yaobo Zhang, Yanlan Wu, Heng Luo, Peng Zhang, Biao Wang

“…Quantitative evaluations demonstrate that MLFA-SAM, with its concise yet efficient architecture, achieves 66.77% mIoU and 86.02% OA on the HRLC dataset. …”
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DCs pulsed with hypochlorous acid-treated tumor cell lysates present antigens efficiently and induce CD8+ T cell activation through cross-presentation by Maryam Abbaspour, Nafiseh Esmaeil, Mahboubeh Rezazadeh, Mohsen Minaiyan, Vajihe Akbari

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Efficiency Analysis of the 946–P-1–B Centrifugal Pump in PT Installation and Shipment Area. Pertamina Refinery Unit II Production Sungai Pakning by Ridwan Abdurrahman, Rizki Fitriadi Romadhani

“…The advantages of centrifugal pumps include compact size, high efficiency, and the ability to handle fluids of various viscosities. …”
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Characterization of a novel Phietavirus genus bacteriophage and its potential for efficient transfer of modified shuttle plasmids to Staphylococcus aureus strains of different clon... by Łukasz Kałuski, Emil Stefańczyk, Aleksandra Głowacka-Rutkowska, Jan Gawor, Joanna Empel, Monika Orczykowska-Kotyna, Aleksandra Szczypkowska, Karolina Żuchniewicz, Robert Gromadka, Małgorzata Łobocka

“…By increasing the plasmid transduction efficiency in an ASZ22RN-specific manner, we show that the primary factor determining a given strain’s ability to be a recipient in transduction is the capacity of transducing phage to puncture the cell envelopes of this strain. …”
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W-Band Hybrid Unequal Feeding Network of Waveguide and Substrate Integrated Waveguide for High Efficiency and Low Sidelobe Level Slot Array Antenna Application by Jun Wang, Yu Jian Cheng

“…With such a multifunctional feeding network, the antenna is able to achieve low loss and high efficiency as well.…”
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Enhancing Light Extraction Efficiency in Micro-LEDs via Metal Photonic Crystals in the Passivation Layer and Air Photonic Crystals on the n-GaN Side by Zhaoyong Liu, Gaoyu Dai, Kailin Ren, Luqiao Yin, Jianhua Zhang

“…Photonic crystals (PhCs), as a type of metamaterial, have attracted significant attention due to their ability to control light propagation to enhance the light extraction efficiency (LEE) of Micro-LEDs. …”
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