DS-YOLOv7: Dense Small Object Detection Algorithm for UAV by Tao Sun, Haonan Chen, Haiying Liu, Lixia Deng, Lida Liu, Shuang Li

“…LDSPP is an optimized module for feature extraction of small objects. It pays more attention to edge information of small objects and reduces the rate of missing detection. …”
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ISEE: Industrial Internet of Things perception in solar cell detection based on edge computing by Meiya Dong, Jumin Zhao, Deng-ao Li, Biaokai Zhu, Sihai An, Zhaobin Liu

“…Then it uses the powerful neural network processing unit module of the edge computing unit, combined with the convolutional neural network algorithm transplanted to the edge, to detect the defects of solar panels in real time. …”
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Implementation of a Digital Model of Thermal Characteristics Based on the Temperature Field by V. V. Pozevalkin, A. N. Polyakov

“…Verification of the constructed analytical model was carried out in the engineering calculation system MATLAB from the MathWorks company (USA). …”
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A method for determining fracturing radius of blasting holes based on SF6 gas tracing by Dongxu JIA

“…Aiming at this engineering problem, based on the unique chemical inertness, strong diffusion characteristics and highly sensitive detection advantages of sulfur hexafluoride (SF6) gas, an in-situ dynamic detection method based on the tracer principle of SF6 gas is proposed, and a multi-module coupled crack radius detection system is developed. …”
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Research on Foreign Object Intrusion Detection for Railway Tracks Utilizing Risk Assessment and YOLO Detection by Shanping Ning, Rui Guo, Pengfei Guo, Lu Xiong, Bangbang Chen

“…Furthermore, a BiFPN-Lite module is introduced to fuse more target features without increasing complexity, with YOLO Head utilized to output the type information of foreign objects on the track surface. …”
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Entity and Event Recognition Method for Power Grid Fault Handling Plan Based on UIE Framework by Junbo PI, Shixiong QI, Wenduo SUN, Xiansi LOU, Jiandong WO, Yue ZHANG, Tao JIANG, Lianfei SHAN

“…Then, the ERNIE 3.0 encoding and double-pointer decoding module are used to replace the generative model in the UIE framework, and the mapping relationship between entity and entity labels of fault handling plan and the nested entity relationship are trained through adjusting the hyper-parameters of the UIE framework. …”
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Integrated bioinformatics and experimental validation identify lysosome and immune infiltration-related genes as therapeutic targets in late-onset major depressive disorder by Jian-Zhen Hu, Yao Gao, Xiao-Na Song, Dan Wang, Xin-Zhe Du, Xiao Wang, Xiao-Dong Hu, Sha Liu

“…Pathway enrichment analysis was conducted on key modules, followed by CIBESORT, MCPcounter,and quanTIseq to analyze immune infiltration in LOD patients. …”
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Transcriptome sequencing and Mendelian randomization analysis identified biomarkers related to neutrophil extracellular traps in diabetic retinopathy by Linlin Hao, Songhong Wang, Lian Zhang, Lian Zhang, Jie Huang, Yue Zhang, Xuejiao Qin

“…Candidate genes were then selected by intersecting these DEGs with key module genes identified through weighted gene co-expression network analysis. …”
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Implemetasi Komputasi Akar Kuadrat Resolusi Tinggi pada Field Programmable Gate Array (FPGA) by Muhammad Irfan, Hendra Setiawan

“…The calculation process involves a Finite State machine (FSM) to minimize computation resources. The system verification process is carried out in two stages, i.e. functional verification using the ModelSim-Altera and hardware verification using the FPGA Cylcone IV EP4CE6E228N. …”
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Biodegradation of combined pollutants of polyethylene terephthalate and phthalate esters by esterase-integrated Pseudomonas sp. JY-Q with surface-co-displayed PETase and MHETase by Haixia Wang, Jiahong Zhu, Meng Sun, Mengjie Gu, Xiya Xie, Tongtong Ying, Zeling Zhang, Weihong Zhong

“…JY-Q, the mutant strains successfully display the enzymes on cell surface, after verification by green fluorescent protein labeling and indirect immunofluorescence assay. …”
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Introducing a Method for Backflow Detection in Lobe Blowers through Ultrasonic Technique by Ali Monazami, Somaye Mohammadi, Mehdi Behzad

“…The findings of verification confirm the results obtained via ultrasonic technique. …”
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Chromosome-level genome assembly assisting for dissecting mechanism of anthocyanin regulation in kiwifruit (Actinidia arguta) by Yukuo Li, Zhe Song, Xu Zhan, Xiaohan Li, Lingshuai Ye, Miaomiao Lin, Ran Wang, Hailei Huang, Jian Guo, Leiming Sun, Hong Gu, Jinyong Chen, Jinbao Fang, Xiujuan Qi

“…Overall, we assembled the genome of A. arguta and clarified its AaBEE1-AaLDOX module-mediated molecular mechanism of anthocyanin regulation.…”
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Integrated Fast Reactor Analysis and Calculation of Neutronics-thermal Coupling by LI Haotian, WU Mingyu, WU Zongyun, ZHOU Zhiwei, HUO Xingkai, XIAO Yubai

“…These thermal parameters were fed back to the corresponding lattice cells in the neutron physics geometric module. When conducting the next round of physical calculations, the material parameter settings were updated to calculate the new power distribution. …”
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Inclusive educational process at the university: Theoretical and experimental model of teachers' psychological readiness by V. Z. Kantor, Yu. L. Proekt

“…The present research was aimed to develop theoretical framework and experimental verification of the model of psychological readiness of academic teaching staff for the implementation of an inclusive educational process. …”
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Bioinformatics analysis identifies BST1 as a potential therapeutic target linked to neutrophil extracellular traps in patients with acute liver failure by Mengyu Tao, Jiwei Fu, Xiaoping Wu

“…Twenty-seven expression modules were obtained by WGCNA, among which the ME pink and ME cyan module had the highest correlation with ACLF. …”
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GAT-Enhanced YOLOv8_L with Dilated Encoder for Multi-Scale Space Object Detection by Haifeng Zhang, Han Ai, Donglin Xue, Zeyu He, Haoran Zhu, Delian Liu, Jianzhong Cao, Chao Mei

“…The Dilated Encoder network is introduced to cover different-scale targets by differentiating receptive fields, and the feature weight allocation is optimized by combining it with a Convolutional Block Attention Module (CBAM). According to the characteristics of space missions, an annotated dataset containing 8000 satellite and space station images is constructed, covering a variety of lighting, attitude and scale scenes, and providing benchmark support for model training and verification. …”
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Pork-YOLO: Automated collection of pork quality traits by Jiacheng Wei, Xi Tang, Jinxiu Liu, Ting Luo, Yan Wu, Junhui Duan, Shijun Xiao, Zhiyan Zhang

“…Verification experiments demonstrated that Pork-YOLO achieved a mean Intersection over Union (mIoU) of 97.86 % and a frame rate of 160.4 FPS (6.23 ms per image), with GFLOPs reduced to 30.1. …”
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Response of Water-Sediment Structure to Three-dimensional Baroclinic Effects in Yangtze River Estuary by ZHU Xian-bo, LU Chuan-teng, LUO Xiao-feng, ZHANG Gong-jin

“…The main channel of the deep-water navigation route demonstrates more sensitive and pronounced responses to baroclinic forcing compared to the adjacent shallow shoals on both sides, highlighting the critical role of topography in modulating baroclinic effects.(5) The successful application and verification of the three-dimensional coupled hydrodynamics-sediment-salinity model, combined with the “baroclinic switch” scenario comparison method, demonstrates its effectiveness in complex estuarine studies and provides a reliable approach for precisely isolating the influence of a single physical process (e.g., baroclinicity) within a complex system. …”
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Clinical validation of using a commercial synthetic-computed tomography solution for brain MRI-only radiotherapy treatment planning by Lamyaa Aljaafari, Richard Speight, David L. Buckley, David Bird, Bashar Al-Qaisieh

“…This study evaluates the clinical feasibility of using a commercial sCT solution in brain RTP, MRCAT Brain, focusing on dosimetric accuracy and patient setup verification. Method and materials: For dosimetric evaluation, 93 patients with brain cancer who were treated with volumetric modulated arc therapy (VMAT) using a CT/MRI fusion workflow were included. sCT images were generated using MRCAT Brain. …”
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FalconSign: An Efficient and High-Throughput Hardware Architecture for Falcon Signature Generation by Yi Ouyang, Yihong Zhu, Wenping Zhu, Bohan Yang, Zirui Zhang, Hanning Wang, Qichao Tao, Min Zhu, Shaojun Wei, Leibo Liu

“…Additionally, we introduce several optimized modules, including configurable randomness generation units, parallel floating-point processing units, and an optimized SamplerZ module, to improve execution efficiency. …”
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