Research on the Construction and Application of Earthquake Emergency Information Knowledge Graph Based on Large Language Models by Wentao Zhou, Meng Huang, Shuai Liu, Qiao You, Fanxin Meng

“…To address the challenges of semantic parsing of multi-source heterogeneous information and the delayed emergency response decisions caused by insufficient relational reasoning capabilities in earthquake emergency management, this study proposes a domain knowledge extraction method for earthquakes based on a large language model combined with a three-level prompt engineering system (TPES-LLM) of “instruction fine-tuning - demand awareness - case matching. …”
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Distributed Collaborative Data Processing Framework for Unmanned Platforms Based on Federated Edge Intelligence by Siyang Liu, Nanliang Shan, Xianqiang Bao, Xinghua Xu

“…This architecture integrates federated learning for privacy protection, leverages the advantages of distributed model training, and utilizes edge computing’s near-source data processing capabilities. Additionally, this paper proposes a federated edge intelligence method (DSIA-FEI), which comprises two key components. …”
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SmartScanPCOS: A feature-driven approach to cutting-edge prediction of Polycystic Ovary Syndrome using Machine Learning and Explainable Artificial Intelligence by Umaa Mahesswari G, Uma Maheswari P

“…Moreover, to identify essential features for PCOS prediction three feature selection methods: Threshold-driven Optimized Principal Component Analysis (TOPCA), Optimized Salp Swarm (OSSM), and Threshold-driven Optimized Mutual Information Method (TOMIM) were fine-tuned through thresholding and improvisation to detect diverse attribute sets with varying numbers and combinations. …”
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A Systematic Review and Comparative Analysis Approach to Boom Gate Access Using Plate Number Recognition by Asaju Christine Bukola, Pius Adewale Owolawi, Chuling Du, Etienne Van Wyk

“…This study proposes a method to access the boom gate by optimizing vehicle plate number recognition. …”
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Determination of 18 Amino Acids in Water by Solid Phase Extraction-Ultra Performance Liquid Chromatography-Tandem Triple Quadrupole Mass Spectrometry by Jin-han LIANG, Ze-hua LIU, Wan-qiong LIU, Yan-shan DONG

“…However, the concentration of AAs in water bodies is trace amounts, mostly in the range of nanograms to micrograms per liter, which puts more demand on the development of analytical method. In this work, a method of solid-phase extraction-ultra performance liquid chromatography tandem triple quadrupole mass spectrometry (UPLC-MS/MS) was developed for the determination of 18 amino acids in water bodies, and the sample pretreatment conditions and instrument conditions of UPLC were optimized. …”
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A Survey of Localization in Wireless Sensor Network by Long Cheng, Chengdong Wu, Yunzhou Zhang, Hao Wu, Mengxin Li, Carsten Maple

“…The location estimation methods can be classified into target/source localization and node self-localization. …”
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Investigation of negative effects of rice husk silica on komatsuna growth using three experiments by Le Van Chieu, Masafumi Tateda, Ryoko Sekifuji

“… Purpose This study aims to evaluate the potential negative effects of rice husk as a source of fertilizer on plant growth. Method Growth tests were conducted on komatsuna (Brassica rapa var. perviridis) using three types of experiment. …”
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Integration of a novel Vernier-DSPM generator in a grid connected hybrid renewable energy system with battery storage by Abderrahmane Redouane, Rachid Saou, Youcef Belkhier, Amrane Oukaour

“…If there is a shortfall in power from any single source, the system is designed to balance this using the other sources. …”
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Reduce the User Burden of Multiuser Myoelectric Interface via Few-Shot Domain Adaptation by Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen

“…Thus, FSSDA allows every target domain sample to be paired with all source domain samples and optimizes the feature distance between each target domain sample and the source domain samples within the same batch, instead of direct estimation of the data distribution of the target domain. …”
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Radioactive gaseous-aerosol releases from the WWR-M research reactor by Yu. M. Lobach, V. M. Shevel

“…One of the operator's responsibilities is to take measures to avoid or optimize the generation and management of radioactive waste to minimize the overall impact on the environment. …”
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Simultaneous Determination of Chlorothalonil and 4-Hydroxy-Chlorothalonil in Sulfur-Rich Vegetables by UHPLC-MS/MS with a Synergistic Enzyme Inhibition Strategy by Fengen Wang, Min Ding, Chao Zhang, Ruiju Li, Cuihua Ma, Xia Li, Zengmei Li, Huidong Li, Hong Zhang, Mengmeng Yan, Ligang Deng

“…This study developed a UHPLC-MS/MS method for simultaneous detection of chlorothalonil and 4-hydroxy-chlorothalonil, using an atmospheric pressure chemical ionization (APCI) source, optimizing the probe temperature to 600 °C and a set of optimal chromatography parameters. …”
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Modification of the Adsorption Capacity of Brick Industry Fly Ash for the Removal of Cd(II) by León Fernando Pérez-Chauca, Luz Genara Castañeda-Pérez, Luis Américo Carrasco-Venegas, Juan Luis Quispe-Cisneros, Alfredo Torres-Garay, José Vulfrano González-Fernández

“…The proposed modification method successfully quadrupled the surface area under optimal conditions: 2.0 M NaOH concentration and 60 min of stirring. …”
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Sound Absorption of Hydroponically Grown Plants by Gino Iannace, Antonella Bevilacqua, Amelia Trematerra, Giovanni Amadasi

“…Hydroponics is a method of growing plants without soil and serves as an efficient agricultural production system. …”
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One-step hydrothermal fabrication of AgInS2/SnIn4S8 nanocomposite with enhanced visible-light-activated photocatalytic activity by Zhong Fei, Zhu Zong Qiang

“…In this experiment, AgInS2/SnIn4S8 materials were prepared via one-step hydrothermal method using silver chloride, the indium trichloride, stannic chloride and thioacetamide as source of silver, indium, tin and sulfur sources, respectively. …”
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Thermodynamic assessment of hybrid solar-geothermal organic Rankine cycle: An exergy and energy-based analysis by Mohammad Alrbai, Ahmad Al Masri, Sura Abu-Dabaseh, Mosa Abusorra, Hassan Hayajneh

“…The problem is approached by analyzing exergy destruction within key components, using the entropy method, and evaluating the impact of different working fluids. …”
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Future perspectives on internet of vehicles resource management: digital twin-enabled edge computing frameworks by Jihong Xie, Gui Wu, Xiang Zhou, Shanshan Deng

“…With edge computing, processing data near the source, these technologies significantly lower response time and optimize system performance. …”
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Microalgae Chlorella Vulgaris Harvesting Via Co-Pelletization with Filamentous Fungus by Baghdad Science Journal

“…The process parameters are an inoculum1×104 spores/ML, 15 g/l sucrose as carbon source and pH ranged from 5 - 7.0 were found optimal for efficient microalgae/fungi co-pelletization formation. …”
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tem cells in treating patients with coronary heart disease. Part II. Bone marrow-derived mononuclear cells by N. S. Zhukova, I. I. Staroverov

“…Such issues as the preferential source for SC transplantation in clinical settings, the method of cell transport into myocardium, the optimal cardiomyoplasty time, the number of the transplanted cells and the methods for their pre-transplantation processing are still under discussion. …”
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Resilience Of Children's Language Acquisition In Intact Families In Bangkalan: A Psycholinguistic Study by Antono Mixghan Norman, Hani’ah Hani’ah, Faisal Faisal

“…This study aims to describe and elaborate family problems and aspects of resilience reflected in children with an intact family background. The research method used in this study is a qualitative research design of case study type. …”
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Planning and management of logistic cycle by V. N. Kudashkin

“…We are considering planning and managing of logistic cycle, its impact on the content of the main processes that comprise the cycle to implement the order for the supply of material resources for industrial consumption, as well as its practical use, effectiveness, and prospects.This research paper is made on the basis of the information, received from textbooks and scientific literature of domestic and foreign authors, as well as from other sources. The main methods, used in this work are as follows: method of system analysis, method of the theory of operations’ research, prognostics. …”
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