Research on pedestrian detection technology for mining unmanned vehicles by ZHOU Libing, YU Zhengqian, WEI Jianjian, JIANG Xueli, YE Baisong, ZHAO Yexin, YANG Siliang

“…To tackle issues of missed detections and low accuracy in pedestrian detection, an improved YOLOv3-based pedestrian detection algorithm for mining unmanned vehicles was introduced. This approach replaced the Residual connections in YOLOv3 with densely connected modules to enhance feature map utilization. …”
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Opportunities, challenges and future prospects of carbon nanotubes-infused nanocomposite membranes in complex industrial wastewater treatment: A systematic review by S. Letlhabula, O.O. Sadare, S.P. Malinga, K. Moothi

“…This method is gradually replacing conventional methods in treatment of industrial wastewater as it is efficient, capable of removing both organic and inorganic contaminants, economical and environmentally friendly as compared to conventional methods. …”
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Carbon supported dual functional materials for integrated carbon dioxide capture and methanation: Performance of different support materials and carbon footprint assessment by Lanxun Zhao, Ruting Nie, Zhenliang Guo, Jiawen Hu, Qiang Hu, Shuiping Yan, Dingding Yao, Haiping Yang

“…Furthermore, cost-effective plastic waste derived MWCNTs were used to replace the commercial samples for the above ICCM process from a green and sustainable perspective. …”
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Evaluation of Fracture Toughness of γ-Phase Containing Cemented Carbides by Using Through-Thickness Micronotches Shaped by Ultrashort Pulsed Laser Ablation by Marc Serra, Ramon Batista, Núria Cinca, Elena Tarrés, Emilio Jiménez-Piqué, Pablo Moreno, Luis Llanes

“…It is shown that machining of a through-thickness micronotch by means of ultra-short pulsed laser ablation is a reliable and efficient method for fracture toughness evaluation of γ-phase containing hardmetals. …”
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A method of identification and localization of tea buds based on lightweight improved YOLOV5 by Yuanhong Wang, Yuanhong Wang, Jinzhu Lu, Jinzhu Lu, Qi Wang, Qi Wang, Zongmei Gao

“…The Fuding white tea bud image dataset was established by collecting Fuding white tea images; then the lightweight network ShuffleNetV2 was used to replace the YOLOV5 backbone network; the up-sampling algorithm of YOLOV5 was optimized by using CARAFE modular structure, which increases the sensory field of the network while maintaining the lightweight; then BiFPN was used to achieve more efficient multi-scale feature fusion; and the introduction of the parameter-free attention SimAm to enhance the feature extraction ability of the model while not adding extra computation. …”
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Lightweight Detection Algorithm for Breast-Mass Features in Ultrasound Images by Taojuan Li, Wen Liu, Mingxian Song, Zheng Gu, Ling Hai

“…First, we introduce an efficient multiscale convolutional (EMSC) module to improve feature extraction from complex backgrounds and enhance multiscale representation. …”
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YOLO-WAS: A Lightweight Apple Target Detection Method Based on Improved YOLO11 by Xinwu Du, Xiaoxuan Zhang, Tingting Li, Xiangyu Chen, Xiufang Yu, Heng Wang

“…The model aims to achieve efficient and accurate automatic multi-species apple identification while reducing computational resource consumption and facilitating real-time applications on low-power devices. …”
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Metabolic engineering of Streptomyces roseosporus for increased production of clinically important antibiotic daptomycin by Xingwang Li, Ziwei Sang, Xuejin Zhao, Ying Wen

“…These findings provide an efficient combination strategy for increasing DAP production and can also be readily applied in the overproduction of other Asp‐related antibiotics.…”
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COVID-19 Pandemic as an Indicator of «Blank Spots» in Epidemiology and Infectious Pathology by M. V. Supotnitskiy

“…High transmissibility of SARS-CoV-2 is possible because: the binding energy of S1 protein of the virus with its receptor ACE2 is higher than that of viruses of closely related species; the virus penetrates into the endosomes of the cells more efficiently; because of the work of the replication-transcription complex, which counteracts the innate protective response of cells. …”
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Harnessing Social Media Data to Understand Information Needs About Kidney Diseases and Emotional Experiences With Disease Management: Topic and Sentiment Analysis by Hee Jeong Hwang, Nara Kim, Jeong Yun You, Hye Ri Ryu, Seo-Young Kim, Jung Han Yoon Park, Ki Won Lee

“…A total of 124,211 posts from 10 disease-specific boards were analyzed using latent Dirichlet allocation for topic modeling and Bidirectional Encoder Representations From Transformers–based sentiment analysis. In addition, Efficiently Learning an Encoder That Classifies Token Replacements Accurately–based classification was used to further analyze posts related to disease management. …”
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Rapid Prediction of Multi-physics Coupling in Heat Pipe ReactorBased on Neural Network by ZHANG Junda, LIU Xiaojing, XIONG Jinbiao, CHAI Xiang, ZHANG Tengfei

“…By leveraging neural networks, certain numerical computation modules within the framework were effectively replaced, which facilitated an efficient resolution of the iterative process inherent to the nuclear-thermal-mechanical multi-physics coupling. …”

DCMC-UNet: A Novel Segmentation Model for Carbon Traces in Oil-Immersed Transformers Improved with Dynamic Feature Fusion and Adaptive Illumination Enhancement by Hongxin Ji, Jiaqi Li, Zhennan Shi, Zijian Tang, Xinghua Liu, Peilin Han

“…., carbon traces produced by surface discharge inside the transformer), the intelligent and efficient extraction of carbon trace features from complex backgrounds becomes critical for robotic inspection. …”
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UAV-OVD: Open-Vocabulary Object Detection in UAV Imagery via Multi-Level Text-Guided Decoding by Lijie Tao, Guoting Wei, Zhuo Wang, Zhaoshuai Qi, Ying Li, Haokui Zhang

“…We propose a novel and efficient detector named Unmanned Aerial Vehicle Open-Vocabulary Detector (UAV-OVD), specifically designed for drone-captured scenes. …”
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Did a reform strategy in drug management improve doctors’ prescribing habits in Montenegro: The example for the cardiovascular drugs by Duborija-Kovačević Nataša, Tomić Zdenko

“…High-priced atorvastatin was replaced with the older simvastatin, that was prescribed three times more. …”
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Construction of a Plasmid-Free <i>Escherichia coli</i> Strain with Enhanced Heme Supply to Produce Active Hemoglobins by Zihan Zhang, Baodong Hu, Jingwen Zhou, Jianghua Li, Jian Chen, Guocheng Du, Xinrui Zhao

“…Conclusions: A plasmid-free <i>Escherichia coli</i> C41(DE3) strain capable of efficient and stable heme supply was constructed and can be used for the production of high-active hemoglobins.…”
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Inverse Design of Broadband Dispersion Compensation Fiber Based on Deep Learning and Differential Evolution Algorithm by Fuxiao Ma, Yunjie Ma, Peili Li, Weihua Shi

“…It provides a design method for custom DC-DCPCF and an efficient inverse design solution for photonic automation in fiber optical communication systems.…”
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Comparison of ultra-ultrabrief and ultrabrief pulse widths in right unilateral electroconvulsive therapy: A randomized trial by Jana Žaludová Heidingerová, Jakub Albrecht, Martin Anders, Daniel Divácký, Gabriela Jirečková, Thai Le Hong, Tadeáš Mareš, Václav Čapek, Harold A. Sackeim, Jozef Buday

“…Conclusions: Ultra-ultrabrief stimulation with a 0.15 ms pulse width is more efficient in seizure induction than a 0.30 ms pulse width. …”
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TripletA-Net: A Deep Learning Model for Automatic Railway Track Extraction from Airborne LiDAR Point Clouds by Runyuan Zhang, Qiong Ding, Alex Hay-Man Ng, Dan Wang, Jiwei Deng, Mingwei Xu, Yuelin Hou

“…With the rapid expansion of global railway networks, the demand for efficient railway operation and maintenance has grown significantly. …”
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Dietary Black Soldier Fly Larvae Meal and Its Impact on the Growth Performance and Gut Health of Broilers Under an Intestinal Challenge by Yuri Katagiri Dalmoro, Guilherme Librelotto de Godoy, Jessica Cristina Agilar, Glauco Anderson Raddatz, Fernanda de Candido de Oliveira, Natieli Witt, Catarina Stefanello

“…Birds were fed either a Basal corn–soy diet or a BSF diet (5% BSF larvae meal replacing energy- and protein-yielding ingredients). …”
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Machine learning-guided field site selection for river classification by Zhihao Wang, Gregory Brian Pasternack, Yufang Jin, Costanza Rampini, Serena Alexander, Nikhil Kumar, Rune Storesund, K. Martin Perales, Christopher Lim, Stephanie Moreno, Igor Lacan

“…Moreover, we propose methods for replacing inaccessible sites to ensure sufficient information is retained in the selected field sites. …”
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