An Efficient Topology Construction Scheme Designed for Graph Neural Networks in Hyperspectral Image Classification by Yu Zhang, Xin Li, Yaoqun Xu

“…Our code is open-source on the public platform GitHub: <uri>https://github.com/LittleBlackBearLiXin/An-Efficient-Topology-Construction-Scheme-Designed-for-Graph-Neural-Networks</uri>…”
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Efficient Pathfinding on Grid Maps: Comparative Analysis of Classical Algorithms and Incremental Line Search by Amr Elshahed, Majid Khan Bin Majahar Ali, Ahmad Sufril Azlan Mohamed, Farah Aini Binti Abdullah, Ts. Lee Jian Aun

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Research on a High-Efficiency Goat Individual Recognition Method Based on Machine Vision by Yi Xue, Weiwei Wang, Mei Fang, Zhiming Guo, Keke Ning, Kui Wang

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Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration by Jonathan E. Lee, Min Zhu, Ziqiao Xi, Kun Wang, Yanhua O. Yuan, Lu Lu

“…This new framework is twice as efficient as a nested FNO for training and has at least 80% lower GPU memory requirement due to its flexibility to treat temporal coordinates separately. …”
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Hydroxypropyl Cellulose Polymers as Efficient Emulsion Stabilizers: The Effect of Molecular Weight and Overlap Concentration by Diana Cholakova, Krastina Tsvetkova, Viara Yordanova, Kristina Rusanova, Nikolai Denkov, Slavka Tcholakova

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NFE-YOLO: A Lightweight and Efficient Detection Network for Low, Slow, and Small Drones by Dan Tian, Chen Wang, Dong Zhou, Xin Yan, Liaoyuan Zeng

“…To address these challenges, we propose a lightweight and efficient drone detection network called NFE-YOLO. …”
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DermViT: Diagnosis-Guided Vision Transformer for Robust and Efficient Skin Lesion Classification by Xuejun Zhang, Yehui Liu, Ganxin Ouyang, Wenkang Chen, Aobo Xu, Takeshi Hara, Xiangrong Zhou, Dongbo Wu

“…Our visualization results further validate DermViT’s ability to locate lesions under interference conditions. …”
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Construction of Efficient Multienzyme Cascade Reactions for D-Tagatose Biosynthesis from D-Fructose by Peiyu Miao, Qiang Wang, Kexin Ren, Tongtong Xu, Zigang Zhang, Runxin Hu, Meijuan Xu, Zhiming Rao, Xian Zhang

“…The multienzyme cascade route reported herein provides an efficient and elegant innovative solution for the generation of D-tagatose.…”
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SPPMFN: Efficient Multimodal Financial Time-Series Prediction Network With Self-Supervised Learning by Ningxin Li, Gang Chao, Jianke Zou, Gaozhe Jiang

“…To tackle these challenges, we propose an efficient multimodal financial time series prediction network utilizing self-supervised learning based on the custom-designed SPPMFN network for stock trend forecasting. …”
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Sequential pretreatment with hydroxyl radical and manganese peroxidase for the efficient enzymatic saccharification of corn stover by Man Zhou, Yaru Wang, Yuan Wang, Tao Tu, Jie Zhang, Xiaolu Wang, Guijie Zhang, Huoqing Huang, Bin Yao, Huiying Luo, Xing Qin

“…However, their interactions during the deconstruction of lignocellulosic structural barriers for efficient enzymatic saccharification remain unclear. …”
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Retrievable hydrogel networks with confined microalgae for efficient antibiotic degradation and enhanced stress tolerance by Minwen Jiang, Jie Zheng, Yi Tang, Hai Liu, Yawen Yao, Jianfei Zhou, Wei Lin, Yuan Ma, Jin Liu, Jiajing Zhou

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Efficient Multipath Mitigation in GNSS Using Dynamic Selection and Weighting of Early-Late Correlators by Ayoub Bengherabi, Mustapha Flissi, Khaled Rouabah, Salim Attia, Diana W. Dawoud, Yassine Himeur, Shadi Atalla, Wathiq Mansoor

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An efficient hybrid Hopfield convolutional neural network for detecting spam bots in Twitter platform by A.V. Santhosh Kumar, N. Suresh Kumar, R. Kanniga Devi

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Preparation of PAO/TiO2 Electrode and Efficient Extraction of Uranium from Seawater by SONG Yan, CHEN Gang, WANG Fengju, WU Haotian, LI Ziming, LI Hao, LI He, CUI Qi, CHEN Shusen

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Multidimensional Comprehensive Evaluation Method for Sonar Detection Efficiency Based on Dynamic Spatiotemporal Interactions by Shizhe Wang, Weiyi Chen, Zongji Li, Xu Chen, Yanbing Su

“…The detection efficiency evaluation of sonars is crucial for optimizing task planning and resource scheduling. …”
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Investigation and comparative analysis of materials, efficiency, and design in microbial electrolysis cells for biomethane production by Nibedita Deb, Tawfikur Rahman, MD. Alam, Mohammed Jami, Md Miah

“…A recent breakthrough, namely a hybrid (H-MEC) system, integrates electromethanogenesis to convert CO2 to methane, offering a novel avenue for efficiently harnessing renewable energy and mitigating emissions. …”
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Ecological indicators for seagrass meadow status: Adopting efficiency of space occupancy as a reference by Vinita Vijayaraj, Touria Bajjouk, Jérôme Fournier-Sowinski, Élise Lacoste, Vincent Ouisse, Aline Blanchet, Claire Rollet, Nicolas Desroy

“…For Nanozostera noltei (NZN) meadows, the Thau site had the highest efficiency, and the Arcachon site had the lowest. Overall, NZN meadows demonstrated better efficiencies of space occupancy compared to ZM meadows, but both species showed lower efficiencies than the most efficient plants studied worldwide. …”
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Anhydrous microwave synthesis as efficient method for obtaining model advanced glycation end-products by Agnieszka Bronowicka-Szydełko, Katarzyna Madziarska, Aleksandra Kuzan, Łukasz Lewandowski, Joanna Adamiec-Mroczek, Jadwiga Pietkiewicz, Maciej Tota, Maciej Ziomek, Wojciech Stach, Tymoteusz Trocha, Marcin Piersiak, Maciej Pachana, Zuzanna Galińska, Andrzej Korpacki, Olgierd Dróżdż, Janusz Matuszyk, Małgorzata Mitkiewicz, Andrzej Gamian, Kinga Gostomska-Pampuch

“…Products were analyzed using fluorescence measurements, Enzyme-Linked Immunosorbent Assay (ELISA) and immunoblotting tests and electrophoretic mobility shift assay to evaluate their ability to activate nuclear factor kappa-light-chain-enhancer (NF-κB).ResultsMedium cross-linked AGEs were more efficiently obtained in HTMS. …”
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An Efficient Heat and Peroxynitrite Generating Nanoplatform for Multimodal Imaging‐guided Precision Tumor Phototherapy by Ziyi Xu, Mingkun Lv, Jingkai Yang, Tingting Li, Jiahui Lv, Jiaxin Li, Hongjun Xiao, Yicheng Yang, Siyu Zhou, Xuan Tan, Li Cheng, Heng Guo, Lei Xi, Pan‐Lin Shao, Bo Zhang

“…The BPT NPs exhibited maximum NIR‐II fluorescence emission at 1083 nm, a fluorescence quantum yield of 1.53%, photothermal conversion efficiency of 63%, and photoacoustic imaging capabilities, alongside considerable type I ROS generation ability. …”
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Evaluating the efficiency of teaching basic cardiopulmonary resuscitation among medical university students in Ukraine by H.Yu. Tsymbaliuk, A.M. Chervatiuk, V.O. Krylyuk

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