A Lightweight Framework for Rapid Response to Short-Term Forecasting of Wind Farms Using Dual Scale Modeling and Normalized Feature Learning by Yan Chen, Miaolin Yu, Haochong Wei, Huanxing Qi, Yiming Qin, Xiaochun Hu, Rongxing Jiang

“…To address these issues, this paper explores the potential of linear models for wind power forecasting and constructs NFLM, a linear, lightweight, short-term wind power forecasting model that is more adapted to the characteristics of wind power data. …”
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LGM-Net: Wheat Pest and Disease Detection Network Based on Local Global Information Interaction and Multi-Level Feature Fusion by Yimin Qu, Shaobo Yu, Jing Yang

“…Firstly, this paper designs a lightweight feature interactive network (LFI-Net) to fully extract the local and global features of wheat leaf diseases and improve the detection of wheat pest and disease targets under noise interference. Secondly, this paper proposes a Multi-level Path Aggregation Network (MPA-Net), which uses the features output from all levels of the backbone network to construct a four-level node network that reduces layer by layer to improve the identification of multi-scale features in wheat pest and disease targets. …”
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Research on Wafer CMP Temperature Online Detection Compensation Algorithm Based on GA-BP Improved Neural Network by Binjie Li, Kuan Shen, Zhilong Song, Binghai Lyu, Wenhong Zhao

“…In chemical mechanical polishing (CMP), temperature is a primary factor that determines the rate of chemical reactions, which directly influences the polishing efficiency and quality of wafers. Therefore, constructing an online monitoring system for wafer temperature to enable real-time feedback control of key node temperatures is beneficial for improving the polishing yield of semiconductor wafers. …”
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Graphitic Carbon Nitride Nanomaterials-Based Electrochemical Sensing Interfaces for Monitoring Heavy Metal Ions in Aqueous Environments by Cheng Yin, Yao Liu, Tingting Hu, Xing Chen

“…Graphitic carbon nitride (g-C₃N₄), a metal-free polymeric semiconductor, has emerged as a revolutionary material for constructing next-generation environmental sensors due to its exceptional physicochemical properties, including tunable electronic structure, high chemical/thermal stability, large surface area, and unique optical characteristics. …”
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Mechanistic study of the immune defense function of the CRISPR1-Cas system in Enterococcus faecalis by Shuan Tao, Yewei Fang, Lin Zheng, He Zhang, Yao Xu, Wei Liang

“…The mutant strains were constructed by the homologous recombination strategy. …”
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Flow behavior over well-escape weirs by Hassan I. Mohamed, Gamal Abozeid, Nashat A. Ali, Wagdy M. Saied

“…A set of models were constructed in different shapes, circular and square, and the entire perimeter of the weir or part of the perimeter is working as the weir crest length. …”
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Resilience Evolution of Dongguan Industrial Network Based on Enterprise Connections by Huang Zhuo, Zhao Miaoxi

“…Therefore, research on the evolution of urban industrial network resilience is essential for strengthening the ability of urban industries to withstand major events. This study constructs a network of firms using data on corporate headquarters and branches in Dongguan registered between 1979 and 2020. …”
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Measuring work-life wellness: A South African validation study by Melissa du Plessis, Monica Kirsten

“…While items related to work-life functioning (WLF) and work-life interference (WLI) are included, they primarily reflect this overarching construct. …”
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Local Pyramid Vision Transformer: Millimeter-Wave Radar Gesture Recognition Based on Transformer with Integrated Local and Global Awareness by Zhaocheng Wang, Guangxuan Hu, Shuo Zhao, Ruonan Wang, Hailong Kang, Feng Luo

“…A millimeter-wave radar is widely accepted by the public due to its low susceptibility to interference, such as changes in light, and the protection of personal privacy. …”
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Further characterization and engineering of an 11-amino acid motif for enhancing recombinant soluble protein expression by Jiawu Bi, Elaine Tiong, Ying Sin Koo, Weibiao Zhou, Fong Tian Wong

“…The ability of the NT11 tag to be positioned at either the N- or C- termini within the protein construct without compromising its effectiveness to enhance soluble recombinant protein yields, makes it a valuable tool across a diverse range of proteins. …”
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A Novel Reconstruction Method for Irregularly Sampled Observation Sequences for Digital Twin by Haonan Jiang, Yanbo Zhao, Qiao Zhu, Yuanli Cai

“…Finally, a weighted loss function is constructed to better train the network parameters of the model. …”
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A seed-epidermis-feature-recognition-based lightweight peanut seed selection method for embedded systems by Dehao Li, Jinlong Huang, Xincheng Li, Zhaolei Yang, Xueke An, Pengfei Xu, Yuliang Yun

“…The transfer learning method was used to use four pre-trained models, EfficientNet_b0, EfficientNetv2-b0, MobileNet_v2_35_224, and NasNet_Mobile, as feature extraction layers, the input layer was added before the feature extraction layer, and the dropout and dense layers were added after the feature extraction layer to construct a classifier. The peanut seed selection network(PSSNet) models were constructed and named PSSNet-E, PSSNet-E2, PSSNet-M, and PSSNet-N, respectively, and trained on the Huayu 22 peanut seed dataset constructed in this study. …”
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Gradient diffusion entropy corrected ALNS optimization for vegetation topology interaction networks by Shengwei Wang, Hongquan Chen, Yulin Guo, Wenjing Su, Yurong Xu, Shuohao Cui, Zhiqiang Zhou

“…In this study, two characteristics of the vegetation interaction network constructed through density analysis linking land cover and land class transfer space can realize the objectivity of ecosystem simulation: (1) Constructing relationships between vegetation types using spaces where transfer patterns occur as aggregated clusters. (2) Calculation of relationship strength based on density analysis. …”
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Intelligent solid backfilling support robot in coal mine and its key technology by Qiang ZHANG, Jixiong ZHANG, Tingcheng ZONG, Kang YANG, Zishan JIN, Haonan LYU, Yu BAI, Panbo DENG

“…A full-category parameter index set is constructed, and a full-category parameter perception method is formed. …”
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Anti capitalismo romántico y asistencia: una emancipación ilusoria en el Uruguay progresista = Romantic anti capitalism and assistance: an illusory emancipation in progressive Urug... by Bentura Alonso, José Pablo

“…This article contains part of the conclusions of the author’s doctoral thesis, in which it is analyze the Frente government's welfare policy in Uruguay; trying, from a typical ideal construction, to establish what perspective of social issue guides the intervention of the Ministry of Social Development. …”
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Z/Ce@hemin enzymes with enhanced peroxidase activity for monitoring and screening the oxidative stress models of Parkinson’s disease by Li Lei, Xiuli Chen, Xincheng Long, Qiuxia Tu, Liping Zhao, Dan Huang, Lingli Song, Jiaojiao Wang, Suzhen Zhai, Xiaozhong Chen, Chunlin Zhang

“…This study introduces, for the first time, a novel Z/Ce@hemin composite enzyme, constructed by anchoring hemin onto zeolitic imidazolate framework-8 (ZIF-8)-encapsulated ceria (CeO2) nanoparticles. …”
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Le débat public sur l’autoroute A12 (France) en termes d’effets : une analyse en trois temps by Victoria Reichel, Charlotte Da Cunha, Martin O’Connor

“…The debate questioned the interest of a project that some inhabitants and authorities were awaiting since 1965 to be realized; the construction of a motorway extension in the outskirts of Paris, France. …”
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Highly conductive graphene@phosphotungstic acid nanocomposite for sensitive electrochemical detection of acetaminophen based on analysis induction strategy in foods by Ruiyu He, Jingjie Zhang, Shixin Li, Yuzhen Yang, Yaru Xu, Zhixiang Xu, Yufeng Sun

“…In this work, an electrochemical sensing platform based on graphene@phosphotungstic acid nanocomposite (GR@PWA) was constructed for sensitive determination of acetaminophen (AP). …”
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Complete Mode Spectrum Decomposition of Complex‐Structured Light by Computer‐Generated Holography by Yunfei Ma, Zilong Zhang, Yuqi Wang, Hongzhi Yang, Wei He, Lingyu Kong, Suyi Zhao, Xiaotian Li, Yetong Hu, Changming Zhao

“…In this work, the diffractive optical method to extract the complete information of complex‐structured light field composed by eigenmodes superimposed state is detailly designed and proved. Through the interference between the inverse conversion of eigenmodes in the Fourier domain, complete mode spectrum can be constructed with eigenmode ordinals, amplitude weight coefficients, and relative phases. …”
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Aromatic Compound-Dependent Staphylococcus aureus Is Safe in a Nasal Colonization Leukopenic Murine Model by María S. Barbagelata, Lucía P. Alvarez, Cristian M. Dotto, Santiago M. Lattar, Daniel O. Sordelli, Fernanda R. Buzzola

“…The aim of this study was to construct a safe ΔaroA mutant of S. aureus and to discriminate it from nasal colonizing and osteomyelitis S. aureus isolates by SmaI pulsed-field gel electrophoresis (PFGE) typing. …”
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