Fault analysis of chemical equipment based on an improved hybrid model. by Wu Huiyong, Kuan Jiang, Wang Yanyu

“…However, traditional fault detection techniques often exhibit limitations when applied to the complex operational conditions, varying environmental factors, and multimodal data encountered in chemical equipment. These conventional methods typically rely on a single signal source or shallow feature extraction, which makes it difficult to effectively capture the deep, implicit information within the equipment's operating state. …”
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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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Auditory perception of biodiversity by human listeners by Elie Grinfeder, Elie Grinfeder, Jérôme Sueur, Richard McWalter, Frédéric Apoux, Christian Lorenzi

“…IntroductionThis study explored human auditory capacity to evaluate the number of biological sound sources in natural soundscapes.MethodsThis was achieved by measuring the ability of human participants to judge the number of birds when listening to soundscapes generated by an engineering algorithm that controlled for bird abundance, species richness, level disparities between songs, bird behavior and background noise.Results and discussionAlthough often inaccurate, numerosity judgments were generally affected by the number of birds, demonstrating sub-optimal sensitivity to biodiversity in humans. …”
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A snapshot of nutritional recommendations and management practices adopted by feedlot cattle nutritionists in Brazil in 2023 by Julia Gabrielle Monsalve, Danilo Domingues Millen

“…Regarding the grain processing used, the high-moisture re-hydrating and storage was chosen by 34.3% of participants, overcoming other methods of grain processing, such as grinding, which reflects the continuous search for starch optimization in the Brazilian feedlots. …”
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Dynamics of Russian language internet discourse: peculiar representation of lexis in dictionaries by Ekaterina S. Astapkina, Alexander A. Barkovich

“…The study used a set of analytical methods, including discourse analysis, component analysis, as well as synthesis, modeling, comparison, and other general scientific and linguistic methods. …”
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Flushing peripheral intravenous catheters: A scoping review. by Jiaxin Deng, Orlaith Hernon, Caitríona Duggan, Leo R Quinlan, Zina Alfahl, Peter J Carr

“…<h4>Methods</h4>Following JBI scoping review methodology, a comprehensive search was conducted across PubMed, Embase, Scopus, CINAHL, and grey literature sources. …”
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Nanopesticides for managing primary and secondary stored product pests: Current status and future directions by Mohammed Lengichow Kadir, Asli Dageri, Tuğba Nur Aslan

“…This review analyzes the available literature on the efficacy of nanoparticles (NPs) against primary and some secondary storage pests. Green synthesis methods using plant extracts and other biological sources are highlighted for the production of environmentally friendly NPs. …”
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Advancing understanding of autoimmune diseases and lung cancer: trends, themes, and future directions by Hao-Han Rao, Wan-Chen Xie, Feng Guo, Huan-Wen Chen

“…A bibliometric analysis was conducted to investigate global research trends, key hotspots, and potential future directions in this field. Methods This study utilized bibliometric methods, analyzing 1161 publications from the Web of Science database spanning the years 1980 to 2024. …”
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Technology Gap Analysis on the BIM-Enabled Design Process of Prefabricated Buildings: An Autoethnographic Study by Ding Zhou, Longbao Chen, Guohua Wei, Jiahui Zhang, Pengxiang Guo, Huigang Wang, Junpeng Zhao, Weijia Huang

“…Using autoethnographic methods, the research refines BIM-forward design through thematic analysis and technology gap (TG) assessments. …”
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Strategies for Improving Contact-Electro-Catalytic Efficiency: A Review by Meng-Nan Liu, Jin-Hua Liu, Lu-Yao Wang, Fang Yin, Gang Zheng, Ru Li, Jun Zhang, Yun-Ze Long

“…Furthermore, it explores methods to improve the catalytic efficiency of CEC by optimizing catalytic conditions, the structure of catalyst materials, and the start-up mode. …”
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Evidence-based medicine: 5 steps to navigate uncertainty by Rafael Martín-Masot, Carlos Ochoa Sangrador, Jaime Javier Cuervo Valdés, Carolina Blanco Rodríguez, Paz González Rodríguez, Javier González de Dios, M. Salomé Albi Rodríguez, Pilar Aizpurua Galdeano, María Aparicio Rodrigo, Nieves Balado Insunza, Albert Balaguer Santamaría, Fernando Carvajal Encina, Eduardo Cuestas Montañes, M. Jesús Esparza Olcina, Sergio Flores Villar, Garazi Frailea Astorga, M. Victoria Martínez Rubio, Manuel Molina Arias, Eduardo Ortega Páez, Begoña Pérez-Moneo Agapito, M. José Rivero Martín, Álvaro Gimeno Díaz de Atauri, Laura Cabrera Morente, Elena Pérez González, Juan Ruiz-Canela Cáceres

“…Subsequently, to avoid information overload, it is essential to manage the abundance of data by prioritizing high-quality sources and adopting strategies that can yield quick and reliable answers. …”
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Is Childhood IgA Nephropathy Different From Adult IgA Nephropathy? A Narrative Review by Areefa Alladin-Karan, Susan M. Samuel, Andrew W. Wade, Pietro Ravani, Silviu Grisaru, Ngan N. Lam, Kathryn A. Birnie, Robert R. Quinn

“…Adults were more likely to be optimized with renin-angiotensin system inhibitors (87-94% vs 49-75%). …”
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Anchoring of 2D layered materials of Ge5Si5O20 for (Li/Na/K)-(Rb/Cs) batteries towards Eco-friendly energy storage by Fatemeh Mollaamin

“…In this research, hydrogen energy sources on functionalized 2D materials by metals have been shown as promising alternatives for clean energy systems. …”
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Biomass as eco-friendly adsorbents for the removal of emerging pollutants from wastewater: A review by Asma Musfira Shabbirahmed, Anu Jacob, Pinaki Dey, Prathap Somu, Dibyajyoti Haldar

“…This review comprehensively examines the sources, toxicological effects, and conventional and emerging methods for removing heavy metals, antibiotics, and pesticides from wastewater. …”
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Contemporary Challenges in the Integration of Artificial Intelligence within China’s Higher Education System by Xiao Jingyu, Anna A. Arinushkina, Olga A. Mashkina

“…The study focuses on the integration of artificial intelligence technologies and the possible implementation of the results in higher education system of the Russian Federation. Methods. The main sources of data for analysis include programme documents, plans for the development of the “intelligent education”, and research results on introducing innovations in AI in higher educational institutions of China. …”
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Olympic education as a component of professional training of university students by Nadezhda Sergeevna Leontyeva, Lyubov Sergeevna Leontyeva, Maria Vadimovna Koreneva, Maya Victorovna Makhinova

“…In this regard, the purpose of the research was to expand the structure and themes of elective courses, including the content, on the most topical issues and problems of modern international sports and Olympic movement, designed to solve not only the primary tasks of implementation of Olympic education, but also to form a number of FSES HE competencies. The following methods were used in the research: collection, analysis and systematization of primary sources, comparison and contrast, mental experiment, inductive and deductive methods. …”
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THE CONCEPT OF COMPLEX TREATMENT OF ODONTOGENEOUS PHLEGMONS OF MAXILLOFACIAL AREA by S.D. Varzhapetian, A.V. Kopchak

“…Materials and methods: The analysis of literary sources of Ukrainian and foreign authors regarding the course, treatment and complications of maxillofacial localization over the past 10 years has been conducted. …”
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A SYSTEMATIC REVIEW ON THE IMPLEMENTATION OF LEAN HOSPITAL TO IMPROVE CHEMOTHERAPY UNIT SERVICES IN HOSPITAL by Evelyn Hemme Tambunan

“…Despite some methodological variations, the evidence supports lean methods as a cost-effective strategy for optimizing care delivery. …”
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From War Communism to the "expansion" of the New Economic Policy: the Evolution of the Bolsheviks Domestic Policy towards the Rural Population of Kuban and the Black Sea region (19... by Yu. A. Yahutl

“…The historiography of the issue is very extensive and has passed through four main stages in its development: the first – 1920s – 1930s, the second – 1930s the first half of the 1950s; the third – mid-1950s – 1980s and the fourth – the second half of the 1980s – to the present time, which is characterized by the dependence of researchers on the political situation prevailing in the country.Materials and Methods. The research is based on new documentary sources contained in federal and regional archives, which allow us to study the process of forming the internal policy of the Bolsheviks in the agrarian region. …”
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CASPIAN BIOLOGICAL RESOURCES by M. K. Guseynov, K. M. Guseinov, A. Sh. Gasanova

“…We present the data on the biological resources of the Caspian Sea, based on the analysis of numerous scientific sources published between years of 1965 and 2011. …”
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