Reinforcement Learning for Optimizing Renewable Energy Utilization in Buildings: A Review on Applications and Innovations by Panagiotis Michailidis, Iakovos Michailidis, Elias Kosmatopoulos

“…One significant branch of modern control algorithms concerns reinforcement learning, a data-driven strategy capable of dynamically managing renewable energy sources and other energy subsystems under uncertainty and real-time constraints. …”
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SWIPT-Enabled Cooperative Wireless IoT Networks With Friendly Jammer and Eavesdropper: Outage and Intercept Probability Analysis by Dinh Tung Vo, Trinh Van Chien, Tan N. Nguyen, Dinh-Hieu Tran, Miroslav Voznak, Byung Seo Kim, Lam Thanh Tu

“…In this context, a low-complexity, sub-optimal, but efficient relay selection method is proposed. More specifically, the relay is selected to convey information such that it has the best channel to the source. …”
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Nitrogen content estimation of apple trees based on simulated satellite remote sensing data by Meixuan Li, Xicun Zhu, Xicun Zhu, Xinyang Yu, Cheng Li, Dongyun Xu, Ling Wang, Dong Lv, Yuyang Ma

“…The data was resampled based on satellite sensor spectral response functions to match the band resolutions of multiple satellite sources. …”
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Prediction of the pharmaceutical solubility in water and organic solvents via different soft computing models by A. Yousefi, k. movagharnejad

“…Molecular weight, melting point, temperature and the number of each functional group in the pharmaceutical compound and organic solvents were selected as the input variables of these three different neural network models. …”
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Fat globule size distribution in commercial ice cream determined through ideal application of the laser diffraction technique by Rafael A. Garcia, Faith Olszewski, Benjamin M. Plumier

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Efficacy and safety of musculoskeletal manipulations in elderly population with musculoskeletal disorders: a systematic review by Alessandro Mauro, Donatella Bagagiolo, Michela Persiani, Luca Cicchitti, Luca Vismara, Irene Bruini, Francesca Buffone

“…Introduction Non-pharmacological interventions, including musculoskeletal manipulations (MMs), have been proven effective for musculoskeletal disorders.Objectives To evaluate if MMs, including osteopathic manipulation and chiropractic care, are effective to improve quality of life, pain intensity and function in older adults with musculoskeletal disorders.Design Systematic review.Data sources A systematic search was conducted on MEDLINE/PubMed, EMBASE, Scopus, Web of Science, CINAHL, Cochrane Library, from database inception up to 2 January 2025.Eligibility criteria Randomised controlled trials, controlled non-randomised trials and open label trials evaluating the efficacy and safety of MM such as osteopathic manipulation, chiropractic manipulation, myofascial release, craniosacral therapy, as monotherapy or adjunctive therapies in older people (age ≥65 years) with musculoskeletal disorders. …”
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Effectiveness of exercise therapy in patients with knee osteoarthritis: an overview of systematic reviews by Daisuke Sasaki, Takashi Kitagawa, Yuichi Isaji, Kunihiro Onishi, Masateru Hayashi, Wataru Okuyama

“…Objective This study aimed to assess the methodological quality of published systematic reviews of exercise therapy in knee osteoarthritis and summarise their reported effectiveness on quality of life, knee joint function, or adverse events.Design Overview of systematic reviews.Data sources PubMed, Embase, CINAHL, Web of Science and CENTRAL (searched on 14 April 2025), plus grey literature (PROSPERO, Epistemonikos, OpenGrey).Eligibility criteria for selecting studies We included systematic reviews of randomised controlled trials in patients diagnosed with knee osteoarthritis by imaging or clinical criteria and treated conservatively with exercise therapy; we excluded reviews that enrolled patients scheduled for surgery, with acute inflammation or osteoarthritis of other joints (hand, hip, ankle), for which relevant author data could not be obtained after one contact attempt, or that did not report at least one primary outcome (quality of life, knee joint function or adverse events).Data extraction and synthesis Two reviewers independently extracted data on study characteristics, interventions and outcomes, and assessed methodological quality using the AMSTAR 2 (A MeaSurement Tool to Assess systematic Reviews 2) tool. …”
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Why the term "professional language" can confuse the reader? by Les?aw Cirko

“…In the first part of the article, the aforementioned sources of interpretative dangers in reading are pointed out, using the history of research as an example. …”
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Construction and Application of Psychological Quality Assessment Model for College Students Based on Extensive Data Analysis by Ping Zou, Yanjun Wu, Jingdan Zhang

“…This paper combines the application methods of big data technology, collects the management data related to the psychological quality assessment of college students, saves them into the system database with certain storage logic, and realizes the function of psychological quality assessment through the design of selected psychological quality assessment data, data management and data resource management and other parts based on the data results of extensive data analysis. …”
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A Multi-Criteria Decision-Making Approach for Sustainable Energy Prioritization by Mohsen Rezaei

“…Iran’s economy is highly dependent on energy exports and applying renewable energy (RE) resources is vital to optimize consumption function. The country has a high potential of REs, however, they have been long neglected because of several reasons including abundant natural gas and oil reserves. …”
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Aquatic Emission and Properties Analysis for Wind Turbine Blades by R. Jai Ganesh, Manjunathan Alagarsamy, G. Gabriel Santhosh Kumar, P. Tamilnesan, K. Kaarthik, Jemal Mohammed Yimer

“…In light of rising energy demand, solar and wind power are popular renewable energy sources. A need for the hour is for reliable little wind power at a reasonable price. …”
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Application of decellularization methods for scaffold production: advantages, disadvantages, biosafety and modifications by O. I. Shevchuk, O. I. Shevchuk, V. V. Korcheva, N. S. Moskalenko, V. M. Kyryk, V. M. Kyryk, K. V. Kot, D. S. Krasnienkov

“…Furthermore, scaffold modifications, particularly recellularization strategies, are discussed as key enhancements to improve biocompatibility and functional integration. Overall, the selection and optimization of decellularization protocols are crucial for the safe and effective clinical implementation of bioengineered scaffolds.…”
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Characterization of Power System Oscillation Modes Using Synchrophasor Data and a Modified Variational Decomposition Mode Algorithm by José Oscullo Lala, Nathaly Orozco Garzón, Henry Carvajal Mora, Diego Echeverria, José Vega-Sánchez, Takaaki Ohishi

“…A novel energy-based selection mechanism is introduced to determine the optimal number of intrinsic mode functions (IMFs), improving the decomposition’s adaptability and precision. …”
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Managing moderate-to-severe paediatric asthma: a scoping review of the efficacy and safety of fluticasone propionate/salmeterol by Sira Nanthapisal, Ana Paula Beltran Moschione Castro, Paulo Marcio Pitrez, Chirag Teli, Abhijith P G

“…Search strategies were developed and refined by authors.Charting methods Selected articles were screened for clinical outcome data (exacerbation reduction, nocturnal awakenings, lung function, symptom control, rescue medication use and safety) and a table of key parameters developed.Results Improvements in asthma outcomes with FP/SAL include reduced risk of asthma-related emergency department visits and hospitalisations, protection against exercise-induced asthma and improvements in measures of lung function. …”
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Genetic diversity in wild species and cultivars of strawberry for the <i>FanAAMT</i> gene controlling fruit flavor volatiles by A. S. Lyzhin, I. V. Luk’yanchuk

“…Identification of genetic determinants for this trait facilitates targeted selection of promising forms based on diagnostic DNA markers. …”
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A Comprehensive Review of Free Radicals, Oxidative Stress, and Antioxidants: Overview, Clinical Applications, Global Perspectives, Future Directions, and Mechanisms of Antioxidant... by Sefren Geiner Tumilaar, Ari Hardianto, Hirofumi Dohi, Dikdik Kurnia

“…This could support new discoveries based on various herbal medicines and in addition, the functional effectiveness of flavonoids as antioxidants against free radicals. …”
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Development of a 1.0 KVA Fuelless Generator by Blessing Ngozi Goodluck Aliemeke, Munirat Abdullawal Momoh, Mercy Onoshioze Asekhome, Christian Azuka Anani, Afoke Chief Vincent

“…One such technology is the development of fuelless generators, which harness renewable energy sources or utilize unconventional mechanisms to generate electricity. …”
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A Method for Early Identification of Vessels Potentially Threatening Critical Maritime Infrastructure by Miroslaw Wielgosz, Marzena Malyszko

“…This paper presents a procedural method aimed at protecting maritime critical infrastructure, which is essential for the functioning of developed nations. A novel approach, developed by the authors, is introduced—focusing on the behavioral analysis of vessels to enable early identification of suspicious maritime activity and to prevent damage or destruction to key infrastructure elements. …”
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The Role of Social Media in Promoting Volunteer Initiatives and Shaping Communities by Iefimova Ganna V., Pashchenko Kseniia O.

“…The methodological basis of the research is an interdisciplinary approach that combines content analysis of social platforms, study of successful volunteer initiatives, and analysis of literary sources. An analysis of the functions of various social media in the context of informing, engaging the audience, and building trust has been carried out. …”
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Features of the microelement composition of saliva in patients with diabetes mellitus by A. M. Imanov, Y. A. Mazur, E. M. Kakabadze

“…To perform a systematic analysis of modern domestic and foreign literature sources to determine the main characteristics of the microelement composition of saliva, which determine the prospects for its use in the diagnosis of patients with diabetes mellitus.  …”
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