Deep Reinforcement-Learning-Based Air-Combat-Maneuver Generation Framework by Junru Mei, Ge Li, Hesong Huang

“…The experimental results show that the operational success rate of the proposed method against the game theory baseline reaches 85.7%. …”
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Synthesis of mesoporous tin oxide (SnO2) photoanode and rhodamine B dye as sensitizer for dye-sensitized solar cells application by Ajay N. Kawade, Sadhu K. Kolekar

“…For the fabrication of photoelectrodes, a simple yet effective doctor blade method was employed. The photoelectrodes were sensitized with Rhodamine B (Rh-B) dye and subsequently characterized for their performance in DSSCs. …”
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Formulation optimization and synergistic effects of flocculation–solidification–vacuum preloading on sludge treatment by Lufan Li, Hongen Wu, Xukun Yang, Jianwen Wei, Yunliang Cui

“…Abstract Rapid infrastructure development generates large volumes of high-water-content sludge, creating an urgent need for efficient recycling and management strategies. This study introduces the flocculation–solidification–vacuum preloading (FSVP) method to enhance dewatering efficiency and strength development, facilitating subsequent mechanical construction requirements. …”
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Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors by Artem Kozmin, Oleg Kalashev, Alexey Chernenko, Alexey Redyuk

“…In this paper, we present an enhanced approach based on semi-supervised learning for developing event classification models tailored for real-time and continuous perimeter monitoring of infrastructure facilities. The proposed method leverages a hybrid architecture combining an autoencoder and a classifier to enhance the accuracy and efficiency of event classification. …”
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Light-GBM based minority oversampling model using biomedical data analysis for breast cancer classification by Mukesh Soni, Mohammed Wasim Bhatt, Paul Ofori-Amanfo

“…Due to Light-GBM’s sensitivity to noise, an OVR-Jacobian regularization method is proposed for denoising. It improved ensemble model strength and successively used for breast cancer diagnosis. …”
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Research of Lightning Protection Systems of Wind Power Plant by Potapenko A.N., Kumar Udaya, Shtifanov A.I., Soldatenkov A.S.

“…The most significant result of the work is a mathematical model with boundary conditions that determines the rigid boundaries of the object of study and constant values at the free and symmetric boundaries for calculating the electric flow function, the method of finding the specific distribution of the lines of the flow function along the boundaries of the studied wind power installation, and the results of computational experiments. …”
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Dual-Mode Treatment of Hepatocellular Carcinoma Using RGD Cyclopeptide-Modified Liposomes Loaded with Ce6/DOX by Xu W, Zheng J, Zhang J, Shi H, Peng W, Liu Y, Feng G, Wang Y, Liang YJ, Chen J

“…The effectiveness of a drug is largely determined by its concentration at the target site. …”
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Aripiprazole-loaded niosome/chitosan-gold nanoparticles for breast cancer chemo-photo therapy by Sajjad Alimohammadvand, Masoumeh Kaveh Zenjanab, Parvin Samadi Pakchin, Elaheh Dalir Abdolahinia, Jaleh Barar, Yadollah Omidi, Mohammad M. Pourseif, Marziyeh Fathi, Jalal Shayegh

“…The hydrodynamic diameter of NIOs/AuNPs-CS was determined to be 44.62 nm with a zeta potential of -0.836. …”
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Novel Nanozyme-Based Multicomponent in situ Hydrogels with Antibacterial, Hypoxia-Relieving and Proliferative Properties for Promoting Gastrostomy Tube Tract Maturation by Xiao F, Yan B, Yuan T, He Y, Zhang X, He X, Peng W, Xu Y, Cao J

“…However, there is currently no relevant research to promote gastrostomy wound treatment and tract maturation.Methods: Herein, a nanozyme loaded bioactive hydrogels (MO-HPA) was developed to accelerate tract maturation and inhibit bacteria. …”
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Indicators of rheumatoid arthritis disease activity. An association with a patient’s psychological status by V. V. Rybakova, Yu. A. Olyunin, E. V. Likhacheva, E. L. Nasonov

“…Objective: to study of the relationship between psychological factors and indicators of rheumatoid arthritis (RA) disease activity in patients who have been followed up for a long time after initiation of treat-to-target therapy.Patients and methods. The investigation enrolled 38 RA patients (29 women and 9 men) aged 33 to 80 years (mean age, 56.5±12.5 years) with a mean disease duration of 6.0±0.9 years. …”
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STUDYING DEVELOPMENT OF POST-VACCINAL CELLULAR IMMUNITY AGAINST BRUCELLOSIS BY MEANS OF LYMPHOCYTE <i>IN VITRO</i> TESTS USING AN EXPERIMENTAL ANTIGENIC COMPLEX by M. V. Kostyuchenko, E. L. Rakitina, D. G. Ponomarenko, O. V. Logvinenko, S. A. Kurcheva, T. V. Berdnikova, D. V. Rusanova, A. N. Kulichenko

“…In order to develop the most diagnostically informative methods for design of antigen-stimulation cell tests in vitro, a careful selection of a stimulating agent (antigen) is required, which should have a sufficient activating potential, thus providing specificity of reaction under in vitro conditions. …”
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ASSESSMENT OF CITIZENS'AWARENESS REGARDING ORAL HYGIENE AND PREVENTION OF DENTAL DISEASES by L.F. Kaskova, O.S. Pavlenkova, M.O. Sadovski, L.I. Amosova

“…Therefore, the aim of the study was to study the preventive knowledge of ordinary passers-by of young and middle age and their awareness of additional subjects and hygiene products. Object and methods of research. To achieve this goal, 100 passers-by in the center of Poltava were interviewed. …”
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Development and Clinical Interpretation of an Explainable AI Model for Predicting Patient Pathways in the Emergency Department: A Retrospective Study by Émilien Arnaud, Pedro Antonio Moreno-Sanchez, Mahmoud Elbattah, Christine Ammirati, Mark van Gils, Gilles Dequen, Daniel Aiham Ghazali

“…Objectives: To develop and clinically validate an explainable artificial intelligence (XAI) model for hospital admission predictions, using structured triage data, and demonstrate its real-world applicability in the ED setting. Methods: Our retrospective, single-center study involved 351,019 patients consulting in APUH’s EDs between 2015 and 2018. …”
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RESULTS OF AN OBSERVATIONAL PROSPECTIVE STUDY OF THE EFFICACY AND SAFETY OF BELIMUMAB (BENLYSTA®) IN SYSTEMIC LUPUS ERYTHEMATOSUS IN REAL CLINICAL PRACTICE by E. A. Aseeva, S. K. Soloviev, A. A. Mesnyankina, T. M. Reshetnyak, N. E. Lopatina, S. I. Glukhova, E. L. Nasonov

“…BLM was used as monthly intravenous infusions at a dose of 10 mg/kg. The efficiency and safety of the therapy were evaluated monthly and 1 year after the initiation of treatment with BLM; SLE activity was estimated using SLEDAI-2K; a physician’s global assessment of disease activity on a visual analogue scale (VAS); anti-DNA antibody level changes, complement levels, a GC dose, damage index, and adverse events were determined.Results and discussion. …”
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Differences in Soil Reinforcement and Root Fatigue Properties of Typical Shrubs in Semi-arid Mining Areas by Xin Zhang, Bo Wang, Tiejun Liu, Jianying Guo, Hugang Wang, Zhenqi Yang

“…[Objective] The effects of cyclic load on root tensile resistance characteristics of three typical shrubs, and the change of soil reinforcement efficiency of shrub roots after fatigue were determined in order to provide a scientific basis for plant selection in the process of ecological restoration and erosion prevention and control in semi-arid mining areas. …”
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Post-vibration activity of electrochemically activated water by O. V. Slatinskaia, G. O. Stepanov, O. V. Fartushnaya, E. V. Zubkov, A. D. Zatykina, O. M. Gizitdinova, N. S. Karpov, A. V. Smirnov, V. S. Boriskin, N. N. Rodionova, A. O. Petrova

“…To confirm this hypothesis, water treated with an electric signal having various parameters (electrochemically activated water) was used as the initial substance for the preparation of vibrational iterations.Methods. The physicochemical properties of vibrational iterations, which were obtained from electrochemically activated water, were studied by conductometry, terahertz spectroscopy, and radiometry. …”
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Nose-to-Brain Delivery of Chitosan-Grafted Leciplexes for Promoting the Bioavailability and Antidepressant Efficacy of Mirtazapine: In Vitro Assessment and Animal Studies by Amani M. El Sisi, Essam M. Eissa, Ahmed H. E. Hassan, Marina A. Bekhet, Fatma I. Abo El-Ela, Eun Joo Roh, Rasha M. Kharshoum, Adel A. Ali

“…The current inquiry intended to fabricate nose-to-brain chitosan-grafted cationic leciplexes of MRZ (CS-MRZ-LPX) to improve its pharmacokinetic weaknesses and boost the pharmacodynamics aspects. <b>Methods</b>: Primarily, MRZ-loaded leciplexes (MRZ-LPXs) were fabricated and tailored employing a central composite design (CCD). …”
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A Comparative Study Between Soft Actor-Critic (SAC) and Deep Deterministic Policy Gradient (DDPG) Algorithms for Solar PV MPPT Control Under Partial Shading Conditions by Sampson E. Nwachukwu, Komla A. Folly, Kehinde O. Awodele

“…Despite its potential, the SAC-based MPPT approach has not been extensively explored or compared with DDPG to determine the superior method for PV MPPT control. …”
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Strategies to Improve the Quality of Public Services with Artificial Intelligence (AI) in Indonesia by Mustainah M, Dandan Haryono, Nuraisyah Nuraisyah

“… The objectives of this study are: first, the extent of Improving the Quality of Public Services with Artificial Intelligence (AI) in Indonesia, and second, what strategies can be used to Improve the Quality of Public Services with Artificial Intelligence (AI) in Indonesia. The method used in this study is qualitative, the qualitative method is the method used by the researcher by using sentences to describe the results of the research through writing, the data used consists of primary and secondary data, Techniques for determining Informants with snowbal Sampling, Informants in this study are designers of public service studies based on artificial intelligence in Indonesia, data is collected through Observation,  Interviews, FGDs and Documentation, Data analysis in this study uses data condensation data collection techniques, data presentation, verification and conclusion Triangulation of sources is used to obtain data validity, as well as the use of Analytical Techniques (SWOT) to find and determine the right strategy in improving the quality of public services with Artificial Intelligence (AI). …”
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Study on the Radial Displacement Law and Permeability Enhancement Effect of Coal Body around Hydraulic Flushing Drilling by He Yang, Dejun Miao, Zhen Liu, Dawei Zhao, Mingrui Zhang

“…Therefore, this article comprehensively uses laboratory experiments, numerical simulations, and field practices to fully explain the hydraulic flushing pressure relief mechanism and proposes a method to accurately determine the pressure relief range based on the radial line strain law. …”
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