A Lightweight Transformer Model for Defect Detection in Electroluminescence Images of Photovoltaic Cells by Yang Yang, Jing Zhang, Xin Shu, Lei Pan, Ming Zhang

“…To improve the real-time performance of the DEtection TRansformer (DETR) model on these edge devices, a novel Lightweight Decoder-only DETR (LD-DETR) is proposed for defect detection of PV modules, which achieves high performance and low computational cost with an easy architecture. We remove the resource-intensive Transformer Encoder structure from the DETR baseline so that the Decoder can directly utilize the finely fused features produced by a specialized lightweight convolution module that includes an upsample operation to preprocess the features. …”
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Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office by Wei Cui, Junwei Li, Wei Ge, Bo Zhang, Tianwei Liu

“…This paper proposes a heterogeneous node deployment algorithm based on regional density, which divides the network regionally by raster and heterogeneous node communication range, and determines the optimal location of heterogeneous nodes by regional density, realizing the reasonable allocation and utilization of network resources. This paper also proposes an edge scheduling algorithm based on game theory, which enables each edge device to choose the optimal data processing task according to its own utility function through a non-cooperative game model, realizing the optimization of the efficacy and accuracy of data processing. …”
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Genetic Differentiation for Gene Diversity among Pearl Millet (Pennisetum glaucum (L.) R. Br.) Landraces As Revealed by SSR Markers by Lardia Ali Bougma, Mahamadi Hamed Ouédraogo, Adjima Ouoba, Abdou Azaque Zouré, Nerbéwendé Sawadogo, Mahamadou Sawadogo

“…Our study will provide a scientific basis for the effective management and utilization of germplasm resources of pearl millet populations.…”
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The Scarlet Alchemy of Survival: Integrated Transcriptomic and Metabolomic Analysis of Leaf Coloration in Endangered <i>Parrotia subaequalis</i> by Lifang Zhang, Aya Hafsi, Xianting Wang, Chenyun Zhang, Zedong Lang, Mingjian Yu, Yanming Fang

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Evaluation of China's maritime power construction index and policy textual analysis by Kuncheng Zhang, Shi-Zheng Tian, Yong Wu, Jiale Wu, Na Liu, Donghai Wang

“…This research dynamically quantifies the trajectory of China's maritime power construction, synthetic reflecting the country's macroeconomic policy guiding function. Guiding the transformation of the marine resources utilization, marine economy development, marine scientific research and marine rights and interests maintenance and effectively serving the decision-making needs of the government.…”
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Pilot trial of upcycling of MSWI fly ash into mineral wool: Effects of fluxing agents on vitrification, viscosity and heavy metal immobilization by Yike Zhang, Zengyi Ma, Mengxia Xu, Jingqi Sun, Bingyi Zhang, Jiadong Zhang, Penglin Ma, Jianhua Yan

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Coconut shell activated carbon engineered for triphasic adsorption and multimechanistic removal of emerging contaminant F-53B by Yongming Wu, Kexuan Pei, Jiayu Zhou, Jianzhong Xiong, Yu Liu, Panrong Li, Fangfei Li, Jiaqi Wang, Xiangmin Liu, Mi Deng, Chenxi Wu

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The heat shock transcription factors regulate response mechanisms to abiotic stresses in plants by Yu-Xiao Wang, Jian-Hong Xu

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Microbial composition, bioactive compounds, and sensory evaluation of Kombucha prepared with green tea and black tea by Jiayi Yuan, Qing Nie, Wenjing Pan, Zhonghua Liu, Jianhua Wu, Zhusheng Liu, Shuxian Cai

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Utilisation of mucin glycans by the human gut symbiont Ruminococcus gnavus is strain-dependent. by Emmanuelle H Crost, Louise E Tailford, Gwenaelle Le Gall, Michel Fons, Bernard Henrissat, Nathalie Juge

“…Commensal bacteria often have an especially rich source of glycan-degrading enzymes which allow them to utilize undigested carbohydrates from the food or the host. …”
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Multifunctional Adsorbent with Antibacterial Properties Derived from Municipal Sludge for Synergistic Removal of Fluoride, Uranium, and Dyes by Weiwei Yang, Xiaoxuan Fan, Wenfeng Li, Gang Wei, Lei Guo

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Urging bioactive peptide exploration in African fermented legumes: insights from microbial proteolysis to gastrointestinal stability by Siphosanele M. Moyo, Oluyimika Y. Famuyide, Eugénie Kayitesi

“…African fermented legume products could be utilized in various food systems such as condiments, meat binders and components of high-protein snacks, as sources of bioactive compounds in the production of functional foods and nutraceuticals. …”
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Study on the driving factors of spring agricultural drought in Northeast China from the perspective of atmosphere and snow cover by Wei Pei, Yi Su, Qiang Fu, Yongtai Ren, Tianxiao Li

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Radial growth and climate responses of healthy versus decayed subalpine conifer trees in the southeastern Qinghai-Tibetan Plateau by Lingzhuo Luo, Wenzhi Wang, Zhehong Wu, Yong Su

“…The forest loss and degradation caused by tree heart rot presents an increasingly challenging issue for the protection and utilization of forest resources. Yet, it is questionable whether heartwood-decayed trees can still function on par with healthy trees. …”
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Taurine Attenuates Disuse Muscle Atrophy Through Modulation of the xCT-GSH-GPX4 and AMPK-ACC-ACSL4 Pathways by Xi Liu, Yifen Chen, Linglin Zhang, Zhen Qi, Longhe Yang, Caihua Huang, Li Wang, Donghai Lin

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IndoHerb: Indonesia medicinal plants recognition using transfer learning and deep learning by Muhammad Salman Ikrar Musyaffa, Novanto Yudistira, Muhammad Arif Rahman, Ahmad Hoirul Basori, Andi Besse Firdausiah Mansur, Jati Batoro

“…This study's outcomes offer valuable insights and practical implications for the automated identification of Indonesian medicinal plants, contributing not only to the preservation of ethnobotanical knowledge but also to the enhancement of agricultural practices through the cultivation of these valuable resources. The Indonesia Medicinal Plant Dataset utilized in this research is openly accessible at the following link: https://github.com/Salmanim20/indomedicinalplant.…”
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Diversified Cropping of Grains and <i>Atractylodes lancea</i> (Thunb.) DC. Enhances Ecological Benefits of Agroecosystems by Enze Wang, Yu Sun, Ming Li, Libo Ye, Xinyi Yu, Zongmu Yao, Chunjie Tian

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Wild wisdom meets cultivation: comparative rhizomicrobiome analysis unveils the key role of Paraburkholderia in growth promotion and disease suppression in Coptis chinensis by Xianhe Cao, Qingjun Yuan, Chengcheng Hu, Hanxing Zhang, Xianyun Sun, Binbin Yan, Xiaojing Ma, Long Zhang, Luqi Huang, Shaojie Li, Zhenying Zhang

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Bayesian fine-mapping and Mendelian randomization leveraging expression quantitative trait loci reveal novel candidate causal genes for body conformation traits in cattle by Jun Teng, Chongwei Duan, Xinyi Zhang, Zhujun Chen, Chao Ning, Rongling Li, Yundong Gao, Hongding Gao, Huiming Liu, Jianbin Li, Xiao Wang, Qin Zhang

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Research on SDN based tactical communication network architecture by Tai LIU, Chao ZHU, Yi CHENG, Yiming WANG

“…Tactical communication networks has high dynamic, weak connection, low bandwidth, multi-link backup, SDN (software defined network) technology decouples from hardware and software through traditional network control devices, software the core control functions, get a global view through centralized control policies, so as to realize the flexible scheduling of resources and the efficient utilization of channel resources, promote the development of tactical communication networks more intelligent and flexible adaptive.The development status and advantages of software defined network were firstly introduced, the problems of traditional architecture of tactical communication networks were analyzed, including the application of SDN in the field of foreign military tactical communication.Then, the feasible idea of the application of SDN in the field of military communication was put forward, as well as the application scenarios were conceived.Finally, the feasibility of the application of SDN in military communication was summarized.…”
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