Reinforcement learning-based vehicle travel path reconstruction from sparse automatic licence plate recognition data by Qiuping Li, Hui Meng, Li Zhuo

“…Finally, the Q-learning algorithm is utilized to reconstruct vehicle travel paths between adjacent ALPR sensors based on the comprehensive reward function. …”
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Comparative metagenomic analysis reveals the adaptive evolutionary traits of siboglinid tubeworm symbionts by Jinyi Liu, Jinyi Liu, Jinyi Liu, Jinyi Liu, Yingli Zhou, Yingli Zhou, Jingchun Feng, Jingchun Feng, Jingchun Feng, Jingchun Feng, Chaofeng Cai, Chaofeng Cai, Chaofeng Cai, Chaofeng Cai, Si Zhang, Si Zhang, Si Zhang, Si Zhang

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AnVILWorkflow: A runnable workflow package for Cloud-implemented bioinformatics analysis pipelines [version 1; peer review: 2 approved] by Sean Davis, Marcel Ramos, Michael C. Schatz, Kai Gravel-Pucillo, Levi Waldron, Sehyun Oh, Martin Morgan, Vincent Carey

“…AnVILWorkflow simplifies the setup of the cloud computing environment, input data formatting, workflow submission, and retrieval of results through intuitive functions. We demonstrate the utility of AnVILWorkflow for three use cases: bulk RNA-seq analysis with Salmon, metagenomics analysis with bioBakery, and digital pathology image processing with PathML. …”
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Multi-omics analysis identifies a liquid-liquid phase separation-related subtypes in head and neck squamous cell carcinoma by Peng-Lei Zhai, Peng-Lei Zhai, Meng-Min Chen, Meng-Min Chen, Meng-Min Chen, Qi Wang, Jing-Jun Zhao, Xiao-Mei Tang, Cui-Ni Lu, Jia Liu, Qin-Xin Yang, Ming-Liang Xiang, Qing-Hai Tang, Biao Gu, Shu-Ping Zhang, Si-Ping Tang, Da Fu, Da Fu

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Advances in plant essential oils and drug delivery systems for skincare by Wang Yihan, Dou Jinjin, Dou Jinjin, Wang Yingqi, Mu Guanai, Zhang Xiwu

“…At the same time, the integration of essential oil into skin care products can make use of the dual functions of smell and the epidermal system to nourish and repair the skin and maximize the pharmacological effects of essential oil.ConclusionThis review delves into the application of essential oils and delivery systems, advocating for a broader integration of natural plant resources with modern technology. …”
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Construction on labor education platform based on RuoYi-Cloud by Zhang Jiaming, Zhou Jie, Zhou Beiping

“…Adopting microservice architecture, it realizes user-friendly interface and highly scalable back-end functions, optimizes system response time and resource utilization to ensure efficient system operation, and provides a good foundation for future functionality expansion with system flexibility and scalability. …”
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The mechanism of acetyl-CoA synthase through the lens of a nickel model system by Shounak Nath, Leonel Griego, Liviu M. Mirica

“…Abstract Given the urgent need to develop new methods of CO2/CO utilization, understanding the mechanism of acetyl-CoA synthase (ACS)—a primordial nickel-containing enzyme that converts these gases into a source of cellular energy—is crucial; however, conflicting hypotheses and a dearth of well-characterized bioorganometallic intermediates have hindered a proper understanding of its mechanism. …”
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Quasi-weekly oscillation of regional PM_2.5 transport over China driven by the synoptic-scale disturbance of the East Asian winter monsoon circulation by Y. Bai, T. Zhao, K. Meng, Y. Zhou, J. Xiong, X. Sun, L. Shen, Y. Yue, Y. Zhu, W. Hu, J. Yao

“…By constructing the data of daily PM<span class="inline-formula">_2.5</span> transport flux in CEC in the winters of 2015–2019, we utilize the extended empirical orthogonal function (EEOF) decomposition and other statistical methods to extract the moving spatial distribution of regional PM<span class="inline-formula">_2.5</span> transport over CEC, recognizing the QWO in regional PM<span class="inline-formula">_2.5</span> transport with the spatial–temporal variations over CEC. …”
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Design and Construction of a Clinical Thermometer. by Amuza, Tugezye

“…Using an experimental research approach, the study utilized readily available materials, including Uganda Waragi, bottles, heat sources, and coloring agents, to create a functional prototype of a clinical thermometer. …”
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SSDWSN: A Scalable Software-Defined Wireless Sensor Networks by Mohammed Alsaeedi, Mohd Murtadha Mohamad, Anas Al-Roubaiey

“…These policies are designed to efficiently utilize SDWSN network resources and accurately predict the network state by continuously monitoring the synchronized network state within the controller, taking appropriate actions, and updating the learning parameters based on reward functions. …”
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A community-engaged model for promoting youth behavioral health equity: voices from Washington State’s Community Prevention and Wellness Initiative by Heather F. Terral, Jordan Newburg, Konul Karimova, Brittany R. Cooper, Gitanjali Shrestha

“…The Community Prevention and Wellness Initiative (CPWI) is an innovative community coalition model that uses data to direct prevention efforts and resources to the highest-need communities in Washington State to reduce youth behavioral health disparities. …”
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A 5-year examination of CAPABLE implementation using RE-AIM and CFIR frameworks by Deborah L. Paone, Deborah L. Paone, Jeanne W. Schuller, Matthew Lee Smith, Matthew Lee Smith, Laura N. Gitlin, Sarah L. Szanton

“…CAPABLE is an evidence-based 4-to-6-month program that improves daily function of older adults and modifies their home environments in modest ways to support their goal attainment. …”
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Advanced Microfluidic Biofuel Cells Using Gold and Silver Leaf on Paper and PDMS Substrates: Toward Implantable Energy Solution by S. Vanmathi, Sanket Goel

“…An exploration of new and simplified electrode materials such as gold leaf (GL), and silver leaf (SL) based approaches to enhance the efficiency and scalability of microfluidic biofuel cell renewable energy sources has generated significant interest. Our research aims to utilize the unique properties of these materials to create advanced biofuel cells, with a specific focus on implantable devices. …”
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EnGCI: enhancing GPCR-compound interaction prediction via large molecular models and KAN network by Weihao Liu, Xiaoli Li, Bo Hang, Pu Wang

“…Large molecular models, due to their ability to capture detailed structural and functional information, have shown promise in enhancing the predictive accuracy of downstream tasks. …”
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Epidemic preparedness and response capacity against infectious disease outbreaks in 186 countries, 2018–2022 by Paul Eze, Judith Chidumebi Idemili, Friday Onwubiko Nwoko, Nigel James, Lucky Osaheni Lawani

“…From the 2022 submissions, 116 (62%) countries reported functional (Level 4 or 5) prevention capacity, 162 (87%) had functional detection capacity, 118 (63%) had functional response capacity, 121 (65%) had functional enabling resources and coordination capacity, and 133 (72%) had functional operational readiness against public health events. …”
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Mental Health Care Navigation Tools in Australia: Infoveillance Study by Cindy E Woods, Mary-Anne Furst, Manoj Dissanayake, Jane Koerner, Carlota de Miquel, Sue Lukersmith, Sebastian Rosenberg, Luis Salvador-Carulla

“…Moreover, the inclusion of self-assessment screening tools is infrequent, further limiting the utility of these resources. To address these limitations, we propose the development of a national directory of mental health navigation tools as a centralized resource, alongside a system to guide users toward the most appropriate tool for their individual needs. …”
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Sustainable Ecosystem Design: Biodiversity-Integrated Organic Farming System by Sarmiento Banjie G.

“…The study aimed to determine the cultural practices being conducted on the farms, create a resource flow diagram, identify sources of renewable energy, describe ecosystem services provided by the farms and assess the farms using SWOT analysis. …”
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Fractional Dynamics of Laser-Induced Heat Transfer in Metallic Thin Films: Analytical Approach by M. A. I. Essawy, Reham A. Rezk, Ayman M. Mostafa

“…The innovation resides in the meticulous analytical formulation utilizing a realistic laser source, the clear significance of the absorption parameter that enhances the temperature amplitude, the incorporation of the Mittag–Leffler function, and a comprehensive investigation of fractional photothermal effects in metallic nano-systems. …”
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Preparation, Modification, Food Application, and Health Effects of Protein and Peptide from Hemp (<i>Cannabis sativa</i> L.) Seed: A Review of the Recent Literature by Xiaoqin Zhang, Wei Zhou, Xiaoli Qin, Chunsheng Hou, Xiushi Yang

“…However, the application of hemp seed protein (HSP) is limited due to its unsatisfactory functional properties. Physical, chemical, and biological technologies have been explored to modify the structure of HSP and improve its functionality. …”
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Tax Exemptions and R;D Expenditures in Iran Saeed Dorokhshi Moghaddam by Saeed Dorokhshi Moghaddam, Bahram Sahabi, Hassan Heydari, Sajad Barkhordari

“…However, mechanisms must be in place to foster reaching much more qualified human resources and to a greater extent finance. Financial incentives should be utilized in a manner that minimizes costs and maximizes economic growth and productivity. …”
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