FS-DDPG: Optimal Control of a Fan Coil Unit System Based on Safe Reinforcement Learning by Chenyang Li, Qiming Fu, Jianping Chen, You Lu, Yunzhe Wang, Hongjie Wu

“…To optimize the control of fan coil unit (FCU) systems under model-free conditions, researchers have integrated reinforcement learning (RL) into the control processes of system pumps and fans. …”
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Classification of the Traffic Status Subcategory with ETC Gantry Data: An Improved Support Tensor Machine Approach by Yan Zhao, Wenqi Lu, Yikang Rui, Bin Ran

“…With the improvement of intelligent traffic control measures, the traffic state of some highways has gradually stabilized. The current research on traffic state identification needs to fully meet the highly informative intelligent traffic system and traffic state subcategory analysis. …”
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Altermagnetic perovskites by Makoto Naka, Yukitoshi Motome, Hitoshi Seo

“…In this article, we focus on perovskites with the chemical formula ABX 3, which are typical playgrounds for strongly correlated electron systems, and overview their altermagnetic aspects that have been overlooked in the past researches, based on microscopic model studies revealing the mechanisms of their properties. …”
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Solar Collectors Based оn Copper Two-Phase Thermosyphons by V. I. Marynenko, V. S. Kulynych

“…In solar collectors, the use of thermosyphons (heat pipes) makes it possible to simplify the assembly of the structure, ensures its high modularity, maintainability and reliability. In the course of research, the authors have developed and justified the design of a solar collector based on thermosyphons fixed on panels that absorb solar rays. …”
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Similes for Mainyu, Ahura Mazdā and Ahriman in the Avesta, Bundahishn and Mainyu-i ye Xrad by Saba Kazemian, Kazem Dezfoulian, Ahmad Khatami

“…These three concepts are still ambiguous and confusing, despite ongoing research, due to factors such as antiquity, semantic multiplicity, abstraction, and changes that have occurred over time in their meanings. …”
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Pentahelix Stakeholder Analysis in Developing Ecotourism Based on Paradisaea minor jobiensis Conservation in Sawendui, Yapen Islands by Finitya Arlini Cita, Sambas Basuni, Eva Rachmawati

“…Further study classified stakeholders based on their interests and influence as a pentahelix group. The research results showed that not all ecotourism stakeholders have high interest and influence. …”
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Computational analysis for efficient thermal transportation of ternary hybrid nanofluid flow across a stretching sheet with Cattaneo-Christov heat flux model by Wei Li, Shan Ali Khan, Muhammad Shafqat, Qamar Abbas, Taseer Muhammad, Muhammad Imran

“…This model can be utilized to research biological systems, clinical procedures, nanopharmacological medication delivery mechanisms, and the use of nanotechnology in the treatment of disorders like cholesterol.…”
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An analysis of the quality of educational services provided for rural administrators (A case study of Dehyars in Nasrabad District, Torbat Jam County) by hamdolah sojasi qedari, hamide mahmoodi, mahboobe shirmohamadi

“…Therefore, measuring the quality of training services is a prerequisite for improving the quality of training services and their performance. The research was conducted in a descriptive-analytic method. …”
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Modelling and Deliberation of Multireinforcement Surface on Tribothermal Adsorption Performance of Nickel Alloy Matrix Hybrid Nanocomposite by G. Ramya Devi, C. B. Priya, C. Dineshbabu, R. Karthick, K. Thanigavelmurugan, Prabhu Paramasivam

“…The present research work is aimed at developing a nickel alloy (Ni-Cr) matrix hybrid nanocomposite comprising 5 wt%, 10 wt%, and 15 wt% of alumina nanoparticles (Al2O3) size of 50 nm with stable weight percentage (5 wt%) of titanium dioxide (TiO2) nanoparticle via vacuum die casting process for an automobile brake pad application. …”
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Integrated bioinformatics analysis identifies ALDH18A1 as a prognostic hub gene in glutamine metabolism in lung adenocarcinoma by Hao Ren, Deng-Feng Ge, Zi-Chen Yang, Zhen-Ting Cheng, Shou-Xiang Zhao, Bin Zhang

“…Such insights underscore the critical role of glutamine metabolism in cancer and highlight avenues for personalized medicine in oncology research.…”
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Application of an Improved TF-IDF Method in Literary Text Classification by Lin Xiang

“…Using the improved TF-IDF method suggested in this research with the random forest (RF) classifier, the experimental results show that the classifier has a good classification impact, which can meet the actual work needs, based on comparative experiments on feature dimension selection, feature selection algorithm, feature weight algorithm, and classifier. …”
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The association of visceral fat metabolism score with hyperuricemia—evidence from NHANES 1999–2018 by Lin Xie, Huali Qu, Dandan Lai, Juan Li, Xushan Chen, Jiajia Xie

“…ObjectivesDespite substantial evidence that visceral obesity is an epidemiological risk factor for hyperuricemia (HUA), studies on the connection between the Metabolic Score for Visceral Fat (METS-VF) and HUA remain insufficient. This research focused on METS-VF’s potential role as a risk factor for HUA.MethodsNotably, 8,659 participants from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018 were enrolled in this study. …”
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TAGANA thematic textbook: Cultivating junior high school students’ English proficiency with HOTS-PBL integration by Syafryadin Syafryadin, Safnil Safnil, Noermnzah Noermnzah, Dian Eka Chandra Wardhana, Abdul Gafur Marzuki, Annisa Astrid, Shynta Amalia

“…Addressing the need for innovative educational methods in English teaching, this research fills an existing gap by developing and assessing TAGANA-themed materials that incorporate a HOTS-PBL approach. …”
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Interpreting Aerodynamics of a Transonic Impeller from Static Pressure Measurements by Fangyuan Lou, John Charles Fabian, Nicole Leanne Key

“…The experiment was conducted on the single stage centrifugal compressor facility in the compressor research laboratory at Purdue University. Data were acquired from choke to near-surge at four different corrected speeds (Nc) from 80% to 100% design speed, which covers both subsonic and supersonic inlet conditions. …”
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Special criminal investigation (in absentia): problematic issues of a defence counsel's participation by M. М. Kolomoitsev

“…The author emphasises the need for further research on the development of the practice of active participation of defence counsel in special criminal proceedings.…”
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Aspergillus identification through bronchoscope in intensive care unit – a retrospective, databased cohort study by Hsin-I Cheng, Chun-Yu Lin, Chun-Yu Lin, Horng-Chyuan Lin, Horng-Chyuan Lin, Horng-Chyuan Lin, Shu-Min Lin, Shu-Min Lin, Shu-Min Lin, Shu-Min Lin, Meng-Heng Hsieh, Meng-Heng Hsieh, Yueh-Fu Fang, Yueh-Fu Fang, Po-Jui Chang, Po-Jui Chang, Wei-Syun Hung, Ko Cheng, Chung−Chi Huang, Chung−Chi Huang

“…This study investigated health outcomes among patients in ICUs with Aspergillus isolates identified using bronchoscopy.MethodsThis retrospective cohort study obtained data from the Chang Gung Research Database of Chang Gung Memorial Hospital. …”
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Geochemical-based appraisal of karst groundwater quality, west Nile Valley, central Egypt, for drinking and irrigation by Hassan Alzahrani, Abdullah Basaloom, Sayed Mosaad

“…Study region: west El-Minya region is located West Nile Valley in the central part of Egypt.Study focus: The research aims to evaluate the geochemical processes affecting the groundwater and its suitability for drinking and agricultural purposes. …”
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Numerical Simulation of the Supporting Effect of Anchor Rods on Layered and Nonlayered Roof Rocks by Chao Yuan, Lei Fan, Jian-feng Cui, Wei-jun Wang

“…The distribution characteristics of the stress field and the displacement field of the bolt support are analyzed, and the supporting effect of the bolt on the roof of two types of roadways is studied. The research results show that when the original rock stress is not considered, the bolt support shows obvious tensile, compressive stress areas and positive and negative displacement areas in the surrounding rock of the roof of the roadway; when the original rock stress is taken into account, the tensile and compressive stress zones and the positive and negative displacement zones of the anchor support in the surrounding rock of the roof plate disappear obviously. …”
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Efficacy of Telerehabilitation Protocols for Improving Functionality in Post-COVID-19 Patients by Jose Luis Estela-Zape, Valeria Sanclemente-Cardoza, Leidy Tatiana Ordoñez-Mora

“…The selection of studies involved an initial calibration process, followed by independent filtering by the researchers. The selection criteria were applied prior to critical appraisal, data extraction, and the risk of bias assessment. …”
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Nonpharmacological Modulation of Chronic Inflammation in Parkinson’s Disease: Role of Diet Interventions by Stefania Kalampokini, Anouck Becker, Klaus Fassbender, Epameinondas Lyros, Marcus M. Unger

“…PD patients should be highly encouraged to adopt corresponding lifestyle modifications, in order to improve not only PD symptoms, but also general quality of life. Future research should focus on planning larger clinical trials with dietary interventions in PD in order to obtain hard evidence for the hypothesized beneficial effects.…”
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