Go Source Code Vulnerability Detection Method Based on Graph Neural Network by Lisha Yuan, Yong Fang, Qiang Zhang, Zhonglin Liu, Yijia Xu

“…The core of this approach is to utilize GraphSAGE to extract the global structure and deep semantic information of each concurrent function, maximizing the learning of concurrency vulnerability features. …”
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Resource Utilization of Rare-Earth-Rich Biomass and Ammonia Nitrogen Effluent from Mining by Weiye Li, Zhiqiang Chen, Zhibiao Chen, Liujun Feng, Cailing Yu

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Pragmatic questionnaire-based evaluation of auditory function in individuals with major neurocognitive disorders and hearing loss in diverse contexts by Panagiotis Alexopoulos, Panagiotis Alexopoulos, Panagiotis Alexopoulos, Panagiotis Alexopoulos, Antonios Alexandros Demertzis, Panagiotis Biris, Polychronis Economou, Eric Frison, Piers Dawes, Iracema Leroi

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Encapsulation Techniques to Enhance Astaxanthin Utilization as Functional Feed Ingredient by Matteo Vitale, Joaquin Gomez-Estaca, Janete Chung, Seong-Chea Chua, Daniela Maria Pampanin

“…Overall, these findings demonstrate the potential of the selected encapsulation techniques to optimize the stability, bioavailability, and functionality of AX, providing valuable insights to improve its utilization as a functional ingredient in fish feed formulations.…”
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Firefly Optimized Resource Control and Routing Stability in MANET by Purushothaman Chandra Sekar, Pichaimuthu Rajasekar, Sundaram Suresh Kumar, Mittaplayam Arunchalam Manivasagam, Chellappan Swarnamma Subash Kumar

“…A mobile adhoc network (MANET) is a network that comprises mobile devices positioned in various places functioning without any central administration. Routing in MANET plays a vital role when the data packet (DP) is sent from source to destination. …”
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Characteristics and Source-specific Health Risks of Ambient PM2.5-bound PAHs in an Urban City of Northern Taiwan by Yu-Chieh Ting, Chun-Hung Ku, Yu-Xuan Zou, Kai-Hsien Chi, Jhy-Charm Soo, Chin-Yu Hsu, Yu-Cheng Chen

“…Fifteen PAHs in PM2.5 were analyzed via gas chromatography tandem mass spectrometry (GC/MS-MS). We utilized a positive matrix factorization (PMF) model, diagnostic ratios, and potential source contribution function (PSCF) to identify the origins of PM2.5-bound PAHs. …”
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A Comparative Study on the Electrical Characteristics of Generating Plasma by Using Different Target Sources by Baghdad Science Journal

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Addressing genome scale design tradeoffs in Pseudomonas putida for bioconversion of an aromatic carbon source by Deepanwita Banerjee, Javier Menasalvas, Yan Chen, Jennifer W. Gin, Edward E. K. Baidoo, Christopher J. Petzold, Thomas Eng, Aindrila Mukhopadhyay

“…However, sustainable feedstocks pose a challenge due to incomplete high-resolution metabolic data for non-canonical carbon sources required to curate GSMM and identify implementable designs. …”
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Service Restoration in Distribution Networks by Optimal Scheduling of Repair Crew and Mobile Power Sources by Qasem Asadi, Hamid Falaghi, Ali Ashoornezhad, Maryam Ramezani

“…In this method, repair crew (RC) and mobile power sources (MPSs) are also important for the restoration process. …”
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A Comprehensive Review on Organic Waste Compost as an Effective Phosphorus Source for Sustainable Agriculture by Lady Johanna Boh´orquez-Sandoval, Jos´e Francisco Garc´ıa-Molano, Jos´e Antonio Pascual-Valero, Margarita Ros-Mu˜noz

“…Purpose: The transformation of Organic Waste through composting has become a source of organic matter that, through microbial action, generates molecules conducive to phosphate solubilization and produces fractions of Po and Pi readily available for plants. …”
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A review on polycyclic aromatic hydrocarbons: Source, environmental impact, effect on human health and by Hussein I. Abdel-Shafy, Mona S.M. Mansour

“…Atmospheric deposition is a major source for PAHs in soil. Many PAHs have toxic, mutagenic and/or carcinogenic properties. …”
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Anomaly Usage Behavior Detection Based on Multi-Source Water and Electricity Consumption Information by Wenqing Zhou, Chaoqiang Chen, Qin Yan, Bin Li, Kang Liu, Yingjun Zheng, Hongming Yang, Hui Xiao, Sheng Su

“…Hence, this paper proposes a method to detect abnormal residential water and electricity usage by incorporating multi-source information. Specifically, the correlation between water and electricity usage of residential customers is analyzed based on real metering data and the use of the Copula distribution function, followed by the integration of two innovative data mining techniques to form an anomaly detection framework. …”
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A fluorescence-enhanced inverse opal sensing film for multi-sources detection of formaldehyde by Xiaokang Lu, Bo Han, Deyilei Wei, Mingzhu Chu, Haojie Ma, Ran Li, Xueyan Hou, Yuqi Zhang, Jijiang Wang

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PyAMARES, an Open-Source Python Library for Fitting Magnetic Resonance Spectroscopy Data by Jia Xu, Michael Vaeggemose, Rolf F. Schulte, Baolian Yang, Chu-Yu Lee, Christoffer Laustsen, Vincent A. Magnotta

“…This study introduces pyAMARES, an open-source Python implementation of AMARES, addressing the need for a flexible, user-friendly, and versatile MRS quantification tool within the Python ecosystem. …”
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A review of non-exhaust emissions on pavement area: Sources, compositions, evaluation and mitigation by Chuan He, Wei Jiang, Qingyi Xiao, Chengwei Xing, Dongdong Yuan, Rong Lu, Wangjie Wu

“…The effective approaches to managing non-exhaust emissions include water cleaning, utilizing functional pavement materials, and applying chemical reagents to alleviate emission capacity. …”
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On Fitting Renewable Energy Sources Data: Using a New Trigonometric Statistical Model by Mahmoud M Elsehetry, Ahmed W Shawki, Mohamed G Khalil, Tamer S Helal

“…Additionally, the adaptability of the provided model was examined using a dataset of renewable energy sources, demonstrating that, in comparison to some other competing models that contain two, three and four parameters, the suggested model could potentially utilize to fit these data. …”
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Utilization and Separation of Flavonoids in the Food and Medicine Industry: Current Status and Perspectives by Jianan Wang, Bin Wang, Chunli Chen, Jingzhou Dong, Huafeng Zhang

“…Based on an analysis of the literature on flavonoid resources, the utilization, separation, quantitation, and green separation techniques of flavonoids were summarized. …”
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Effective 3C Resource Utilization and Fair Allocation Strategy for Multi-Task Federated Learning by Chaofeng Zhang, Mianxiong Dong, Kaoru Ota

“…To address these issues, this paper proposes a comprehensive approach to optimize the overall service efficiency of federated learning in time-varying and 3C-constrained environments. Firstly, a utility function based on convergence efficiency is proposed to reflect the physical benefits of processing AI tasks. …”
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Urban Functional Zone Identification Based on Multimodal Data Fusion: A Case Study of Chongqing’s Central Urban Area by Yongchuan Zhang, Yuhong Xu, Jie Gao, Zunya Zhao, Jing Sun, Fengyun Mu

“…Urban Functional Zones (UFZs) are spatial units of the city divided according to specific functional activities. …”
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Sustainable utilization of wild fruits and respective tree byproducts as partial feed ingredients or supplements in livestock rations by Prince Chisoro, Prince Chisoro, Bulelani Mazizi, Ishmael Festus Jaja, Ishmael Festus Jaja, Never Assan, Never Assan, Thobela Nkukwana

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