A Multivariable Probability Density-Based Auto-Reconstruction Bi-LSTM Soft Sensor for Predicting Effluent BOD in Wastewater Treatment Plants by Wenting Li, Yonggang Li, Dong Li, Jiayi Zhou

“…To address this issue, this paper proposed a multivariable probability density-based auto-reconstruction bidirectional long short-term memory (MPDAR-Bi-LSTM) soft sensor for predicting effluent BOD, enhancing the prediction accuracy and efficiency. Firstly, the selection of appropriate auxiliary variables for soft-sensor modeling is determined through the calculation of k-nearest-neighbor mutual information (KNN-MI) values between the global process variables and effluent BOD. …”
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Development of the modern assortment concept of trade enterprises by T.O. Biliak

“…The article examines the process of formation and development of the modern assortment concept of trade enterprises. It was determined that the study of scientific-methodical and applied aspects of the development of the modern assortment concept of trade enterprises will allow Ukrainian companies to more rationally adapt to the conditions of an unstable external environment and achieve the set goals in their own trade system. …”
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Functional Patterns and Postural Balance Among Young Women with Chronic Non-Specific Low Back Pain and in Healthy Individuals by Aleksandra Adamik, Edyta Mikołajczyk

“…To assess functional efficiency, the Functional Movement Screen was used. …”
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The role of partisans and underground fighters of the Rostov region in saving the civilian population of the region from being taken for forced labor in Germany during the Great Pa... by V. A. Ageeva, N. A. Trapsh, M. I. Zhbannikova

“…Armed resistance to the criminal actions of the Nazi occupation authorities was based on the broad support of the civilian population, which determined the high efficiency of the practical actions of theTaganrog partisans and underground fighters in difficult natural and social conditions. …”
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Synthesis of Magnetic Nanoparticles Coated with Human Serum Albumin and Loaded by Doxorubicin by Kirill Petrov, Elena Ryabova, Elena Dmitrienko, Alexey Chubarov

“…Coating by human serum albumin (HSA), the predominant blood plasma protein, can significantly influence properties, prolong circulation half-life, and enhance tumor capture efficiency. Here, we report the synthesis of oleic acid and Tween20-coated MNPs and their interaction with HSA. …”
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Cereral Circulation in Preeclampsia by A. A. Ivshin, Ye. M. Shifman, Ye. G. Gumenyuk

“…Objective: to evaluate the possibilities of using transcranial Doppler study in pregnant women and pueperas with preeclamp-sia. Subjects and methods. Two hundred and thirty-two pregnant women diagnosed as having varying preeclampsia were prospectively studied. …”
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CHANGES IN THE PARAMETERS OF BLOOD LIPIDS AND CYTOKINES IN PATIENTS WITH PRIMARY OSTEOARTHRITIS DURING TREATMENT WITH ARTHRA by E Yu Alexenko, A V Govorin

“…The efficiency of treatment was evaluated by pain intensity and WOMAC index. …”
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Tribotechnical Properties of Materials for Cultivator Sliding Bearings by V. A. Denisov, R. N. Zadorozhniy, I. V. Romanov, N. I. Chumak, O. S. Alexander

“…(Conclusions) It was determined that the use of polymer plain bearings will result in 2 times longer service life of agricultural cultivators and their 1.5 times increased efficiency.…”
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The impact of adding dual and triple combinations of quicklime and plastic wastes and palm fibers on the California bearing ratio of fine sand by Ahmed H. Elbosraty, Mohamed A. Bahr, Ahmed M. Ebid

“…Combinations revealed that mixing quicklime with palm fibers decreased enhancement efficiency due to chemical incompatibility. Notably, palm fiber–plastic waste mixtures proved more sustainable. …”
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Optimization of urban spatial planning considering isochrones of transport accessibility: The case of Aktobe city, Kazakhstan by Aigul Sergeyeva, Imanaly Akbar, Yergali Karakulov

“…However, spontaneous processes often accompany urban development, and land use efficiency remains suboptimal. The relevance of this study is determined by the necessity of analyzing urban territories as an integral part of the city. …”
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Pea protein-based pickering emulsions: Mechanistic insights into its modification and innovations for food applications by Nita Aryanti, Alifia Rizki Adina, Aininu Nafiunisa, Dyah Hesti Wardhani

“…Unlike traditional surfactants, solid particles offer distinct advantages as emulsion stabilizers, with their efficiency determined by factors such as wettability, particle size, and surface characteristics. …”
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Automatic Bone Fracture Reduction Technique with Section Registration by Qinhui YUAN, Mengxing LIU, Chu GUO, Yukun AN, Ping ZHOU

“…In order to enhance treatment efficiency and accuracy, an automatic fracture reduction algorithm is proposed. …”
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THE RECURRENT APPROACH TO RISK MANAGEMENT IN INNOVATIVE ACTIVITY by G. Brega

“…It is based on a matrix system of risk analysis. This model is determined by a combination of the following requirements: the regard for the range of risk temporal boundaries; the determination of the zone of economic stability; the hierarchical character of the risk management model; the consistency in building risk management model; the determination of major groups and subgroups of resources; the determination of expected or desired results. …”
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Research on dynamic optimization of grain reserves based on two-way options by Qijun Jiang, Caixia Chen

“…How to optimize grain reserve management, reduce the cost of grain reserve, improve the efficiency of grain reserve and enhance the comprehensive strength of national grain reserve is a practical problem that the government and society pay close attention to. …”
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Relationship between disorders of adipose tissue hormones and interleukins in patients with hypertension and comorbid pathology by B. O. Shelest

“…The purpose of research – was to improve the efficiency of diagnostics of arterial hypertension (AH) with comorbid disorders (diabetes mellitus (DM) and obesity) by studying hormones of adipose tissue (leptin and adiponectin) and the inflammatory markers – interleukin 6 and 10. …”
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Information and analytical support for accounting of sales activities of distribution companies by B.V Beshlei

“…This will allow making informed management decisions, increasing the efficiency of enterprises, and optimizing business processes. …”
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Integrated research of slaging intensityof the boilerunit heating surfaceswhen burning non-project fuels by E. A. Boiko, I. V. Zagorodnii

“…CONCLUSION: A computational analysis of the operating modes of boiler units when burning non-design fuels showed that a promising technology for involving non-design coals in the fuel and energy balance of a thermal power plant is providing a scientifically based mixture of design and nondesign fuels.Analysis of the slagging and polluting properties of non-design coals makes it possible to predict changes in the characteristics of the thermal efficiency of heating surfaces and to develop many practical recommendations for optimizing the parameters of the cleaning equipment installed on the boiler.Also, mixtures of fuels were determined for which the wall temperatures of the metal of the outlet stack of the superheater increase, which significantly reduces the strength characteristics of the surface.The assessment and prediction of the reliability of the heating surface is carried out by calculating the temperature of the metal wall in the most heat-stressed place.…”
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Bowman layer transplantation in eyes with progressive advanced keratoconus by O. G. Oganesyan, V. R. Getadaryan, P. V. Makarov, A. A. Grdikanyan

“…Purpose: to study the efficiency of Bowman layer transplantation (BLT) in corneal stroma for the treatment of progressive keratoconus (KC).Material and methods. 30 patients (30 eyes) with progressive KC stages III to IV (according to Amsler — Krumeich classification), underwent BLT into a mid-stromal pocket. …”
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Clinical and pharmacological monitoring of drug safety in pediatrics by N. V. Verlan, E. O. Kochkina, A. V. Kochkin, L. V. Okhremchuk, A. V. Popadyuk

“…Introduction of monitoring methods and prediction algorithms allowing to reveal with high probability and to prevent adverse drug reactions in children improved efficiency and quality of pharmacotherapy…”
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EXERCISE THERAPY ON UNSTABLE SUPPORT AND HYDROKINETIC THERAPY IN THE REHABILITATION OF PATIENTS WITH BACK PAIN by E. V. Filatova, O. A. Boulakh, E. V. Polkovnikova, N. M. Privalova, Kh. M. Malaev

“…A comparative analysis of the efficiency of different procedures of exercise therapy is carried out: hydrokinesitherapy and therapeutic gymnastics with the use of exercise on an unstable support (stabiloplatform) depending on the sex of patients.Materials and methods. …”
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