Diversity of extracellular vesicles derived from calli, cell culture and apoplastic fluid of tobacco by Michaela Kocholatá, Jan Malý, Sylvie Kříženecká, Olga Janoušková

“…To use the benefits of pEVs in the future, it is necessary to identify methods that facilitate their production in sufficient quantities while maintaining high quality. …”
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Experimental and Computational Approaches for the Structural Study of Novel Ca-Rich Zeolites from Incense Stick Ash and Their Application for Wastewater Treatment by Virendra Kumar Yadav, Nisha Choudhary, Daoud Ali, G. Gnanamoorthy, Gajendra Kumar Inwati, Mohammed HA. Almarzoug, Gokhlesh Kumar, Samreen Heena Khan, Mitesh B. Solanki

“…At present, chemical Si/Al sources are mainly used as precursor materials for the manufacturing of zeolites. …”
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Numerical Analysis on Thermal Tuning Efficiency and Thermal Stress of a Thermally Tunable SG-DBR Laser by Ximeng Han, Qiang Cheng, Fan Liu, Yonglin Yu

“…With the optimized design, by using a developed temperature-dependent transfer matrix method-based optical model, optical output characteristics of the thermally tunable SG-DBR laser are demonstrated, including the output wavelength for the tuning range (1525–1585 nm covering C band) and the linewidth for all the channels (several tens to several hundreds of kilohertz). …”
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Enhancing medical AI with retrieval-augmented generation: A mini narrative review by Omid Kohandel Gargari, Gholamreza Habibi

“…Retrieval-augmented generation (RAG) is a powerful technique in artificial intelligence (AI) and machine learning that enhances the capabilities of large language models (LLMs) by integrating external data sources, allowing for more accurate, contextually relevant responses. …”
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From Simulation to Implementation: A Systems Model for Electric Bus Fleet Deployment in Metropolitan Areas by Ludger Heide, Shuyao Guo, Dietmar Göhlich

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Cross-cutting technologies in training physical culture and sports for students by Yu. I. Zhuravleva, M. V. Katrenko, V. V. Barannikov, A. N. Prodius

“…To study and analyze the possibilities of end-to-end technologies in the field of physical culture and sports in training university students as a means of organizing and control-ling sports activities. Materials and methods. Insufficient representation of the research topic in the scientific community required an analysis of literary sources,  systematization  of  end-to-end  technologies  and  generalization  of  the  results. …”
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Infrastructure-based sensor fusion for acquiring gross vehicle weight rating classifications by Guoliang Feng, Yiqiao Li, Andre Y.C. Tok, Stephen G. Ritchie

“…To address this challenge, this paper developed an approach to acquire GVWR-based classification data through the aggregation of two complementary infrastructure-based sensing technologies: inductive loop sensors and side-fire cameras. An open-source intelligence (OSINT) method was initially adopted to establish a GVWR-based vehicle dictionary to overcome mapping challenges with classes that cannot be directly associated with singular GVWR-based classes. …”
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Effect of temperature and time on purity, morphology and phase transformations of silica from rice husk by Md. Tariqul Islam, Md. Faruk Hossen, Md. Kudrat-E-Zahan, Md. Ali Asraf, C.M. Zakaria, Hayatullah, Md Shohel Rana

“…In this work, Thermal and chemical treatment methods to synthesize silica from rice husks. The multiple properties of silica sources depend on various calcination temperatures (500–1000 ​°C) and time (1–6 ​h) in temperature-controlled muffle furnaces. …”
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The ineffectiveness of urban development plans in realizing a sustainable city(Case study: Zanjan) by mahboob reyhan, mohsen ahadnejad, taghi heydari

“…Therefore, in the context of identifying the causes of inefficiency of urban development plans, a mixed approach was used, which is a combination of two quantitative and qualitative methods. Data were also obtained from primary and secondary sources. …”
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Wind speed forecasting approach using conformal prediction and feature importance selection by Cesar Vinicius Zuege, Stefano Frizzo Stefenon, Cristina Keiko Yamaguchi, Viviana Cocco Mariani, Gabriel Villarrubia Gonzalez, Leandro dos Santos Coelho

“…This paper evaluates short-term forecasting of time series with a measure of uncertainty associated with wind speeds. The proposed method considers the conformal prediction approach and, based on Shapley values, uses optimal selection of features given their importance. …”
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Development of an EOR-produced petroleum wastewater treatment system through integrated polyacrylonitrile membrane and ZrO2/sericin technologies: revelation of interactive mechanis... by Mengna Li, Guohe Huang, Xiujuan Chen, Zeyuan Xu, Jing Huang, Jianan Yin, Renfei Feng, Ning Chen, Stuart Read, Shuguang Wang

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Strategies for Soil Salinity Mapping Using Remote Sensing and Machine Learning in the Yellow River Delta by Junyong Zhang, Xianghe Ge, Xuehui Hou, Lijing Han, Zhuoran Zhang, Wenjie Feng, Zihan Zhou, Xiubin Luo

“…In response to the global ecological and agricultural challenges posed by coastal saline-alkali areas, this study focuses on Dongying City as a representative region, aiming to develop a high-precision soil salinity prediction mapping method that integrates multi-source remote sensing data with machine learning techniques. …”
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A detailed analysis of game statistics of professional tennis players: An inferential and machine learning approach. by Michal Bozděch, Dominik Puda, Pavel Grasgruber

“…Tennis, a widely enjoyed sport, motivates athletes and coaches to optimize training for competitive success. This retrospective predictive study examines anthropometric features and statistics of 1990 tennis players in the 2022 season, using 20,040 data points retrospectively obtained from the ATP official source after the end of the season. …”
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Specifics of magnetotelluric studies in Antarctica by Tatyana V. Davydkina, Andrei A. Yankilevich, Anna N. Naumova

“…Electromagnetic noise occurs during strong winds; proximity to the magnetotelluric field source can violate the plane wave principle on which the method is based. …”
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Machine Learning for the estimation of foliar nitrogen content in pineapple crops using multispectral images and Internet of Things (IoT) platforms by Jorge Enrique Chaparro, José Edinson Aedo, Felipe Lumbreras Ruiz

“…In addition, regularization techniques were applied, including cross-validation, feature selection, boost methods, L1 (Lasso) and L2 (Ridge) regularization, as well as hyperparameter optimization. …”
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Quantification of Carbon Emissions of Building Decoration Processes by Lianxiang Zhang, Huanyu Wu, Xin Wang, Fugui Wu, Zhikun Ding, Lei Song, Xin Rong, Jing Liu, Xin Wen, Ping Zhong

“…It highlights the key sources of carbon emissions and proposes targeted mitigation strategies. …”
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Domain generalization for image classification based on simplified self ensemble learning. by Zhenkai Qin, Xinlu Guo, Jun Li, Yue Chen

“…Domain generalization seeks to acquire knowledge from limited source data and apply it to an unknown target domain. …”
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Urban Land-use Features Mapping from LiDAR and Remote Sensing Images using Visual Transformer Network Model by Q. Yuan

“…Traditional urban feature mapping methods often rely on a single data source, such as optical remote sensing images or LiDAR, which often encounter many challenges in complex urban environments, such as shading, occlusion, and land cover changes. …”
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Bioactive compounds from tropical fruit by-products: Extraction, characterization and therapeutic potential by Niza Otero-Guzman, Ricardo Andrade-Pizarro

“…These trends underscore the strategic relevance of tropical fruit by-products as a sustainable source of functional compounds. The integration of clean technologies, optimization and scale-up strategies, and advanced analytical methods supports their valorization and promotes the development of high value-added nutraceuticals aligned with circular economy principles and public health objectives.…”
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COMPLICATIONS OF CONSERVATIVE AND SURGICAL TREATMENT OF FRACTURES OF THE MANDIBULAR CONDYLAR PROCESS (LITERATURE REVIEW) by I.M. Boichuk, A.V. Bambuliak

“…Materials and methods. The bibliosemantic method was used to clarify the state of the problem, to study the analysis of the results of previous scientific research based on the literature sources and electronic resources. …”
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